<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>RBM</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>

<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    color: #000 !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.2.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1);
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1);
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
@media (max-width: 991px) {
  #ipython_notebook {
    margin-left: 10px;
  }
}
[dir="rtl"] #ipython_notebook {
  float: right !important;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#login_widget {
  float: right;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  text-align: center;
  vertical-align: middle;
  display: inline;
  opacity: 0;
  z-index: 2;
  width: 12ex;
  margin-right: -12ex;
}
.alternate_upload .btn-upload {
  height: 22px;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
[dir="rtl"] #tabs li {
  float: right;
}
ul#tabs {
  margin-bottom: 4px;
}
[dir="rtl"] ul#tabs {
  margin-right: 0px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons {
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-right {
  padding-top: 1px;
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-left {
  float: right !important;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: baseline;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
#tree-selector {
  padding-right: 0px;
}
[dir="rtl"] #tree-selector a {
  float: right;
}
#button-select-all {
  min-width: 50px;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
[dir="rtl"] #new-menu {
  text-align: right;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
[dir="rtl"] #running .col-sm-8 {
  float: right !important;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI colors. */
.ansibold {
  font-weight: bold;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  border-left-width: 1px;
  padding-left: 5px;
  background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
}
div.cell.jupyter-soft-selected {
  border-left-color: #90CAF9;
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected {
  border-color: #ababab;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
}
@media print {
  div.cell.selected {
    border-color: transparent;
  }
}
div.cell.selected.jupyter-soft-selected {
  border-left-width: 0;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  padding: 0.4em;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. We need the 0 value because of how we size */
  /* .CodeMirror-lines */
  padding: 0;
  border: 0;
  border-radius: 0;
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url();
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  display: none;
}
.command-shortcut:before {
  content: "(command)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

.ansi-bold { font-weight: bold; }

    </style>


<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

<!-- Custom stylesheet, it must be in the same directory as the html file -->
<link rel="stylesheet" href="custom.css">

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[100]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.cross_validation</span> <span class="kn">import</span> <span class="n">train_test_split</span>
<span class="kn">from</span> <span class="nn">sklearn.metrics</span> <span class="kn">import</span> <span class="n">classification_report</span>
<span class="kn">from</span> <span class="nn">sklearn.linear_model</span> <span class="kn">import</span> <span class="n">LogisticRegression</span>
<span class="kn">from</span> <span class="nn">sklearn.neural_network</span> <span class="kn">import</span> <span class="n">BernoulliRBM</span>
<span class="kn">from</span> <span class="nn">sklearn.grid_search</span> <span class="kn">import</span> <span class="n">GridSearchCV</span>
<span class="kn">from</span> <span class="nn">sklearn.pipeline</span> <span class="kn">import</span> <span class="n">Pipeline</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="kn">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">argparse</span>
<span class="kn">import</span> <span class="nn">time</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="kn">as</span> <span class="nn">plt</span>
<span class="kn">from</span> <span class="nn">sklearn.utils</span> <span class="kn">import</span> <span class="n">resample</span>
<span class="kn">from</span> <span class="nn">sklearn.preprocessing</span> <span class="kn">import</span> <span class="n">normalize</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[133]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">&quot;creditcard.csv&quot;</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[134]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">shape</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[134]:</div>




<div class="output_text output_subarea output_execute_result">
<pre>(284807, 31)</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[135]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">LABELS</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;Normal&quot;</span><span class="p">,</span> <span class="s2">&quot;Fraud&quot;</span><span class="p">]</span>
<span class="n">count_classes</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">value_counts</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s1">&#39;Class&#39;</span><span class="p">],</span> <span class="n">sort</span> <span class="o">=</span> <span class="bp">True</span><span class="p">)</span>
<span class="n">count_classes</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">kind</span> <span class="o">=</span> <span class="s1">&#39;bar&#39;</span><span class="p">,</span> <span class="n">rot</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Transaction class distribution&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="mi">2</span><span class="p">),</span> <span class="n">LABELS</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Class&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Frequency&quot;</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[135]:</div>




<div class="output_text output_subarea output_execute_result">
<pre>Text(0,0.5,u&#39;Frequency&#39;)</pre>
</div>

</div>

<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
<img src="
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[136]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">df</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[136]:</div>



<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<style>
    .dataframe thead tr:only-child th {
        text-align: right;
    }

    .dataframe thead th {
        text-align: left;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Time</th>
      <th>V1</th>
      <th>V2</th>
      <th>V3</th>
      <th>V4</th>
      <th>V5</th>
      <th>V6</th>
      <th>V7</th>
      <th>V8</th>
      <th>V9</th>
      <th>...</th>
      <th>V21</th>
      <th>V22</th>
      <th>V23</th>
      <th>V24</th>
      <th>V25</th>
      <th>V26</th>
      <th>V27</th>
      <th>V28</th>
      <th>Amount</th>
      <th>Class</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>0.0</td>
      <td>-1.359807</td>
      <td>-0.072781</td>
      <td>2.536347</td>
      <td>1.378155</td>
      <td>-0.338321</td>
      <td>0.462388</td>
      <td>0.239599</td>
      <td>0.098698</td>
      <td>0.363787</td>
      <td>...</td>
      <td>-0.018307</td>
      <td>0.277838</td>
      <td>-0.110474</td>
      <td>0.066928</td>
      <td>0.128539</td>
      <td>-0.189115</td>
      <td>0.133558</td>
      <td>-0.021053</td>
      <td>149.62</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>0.0</td>
      <td>1.191857</td>
      <td>0.266151</td>
      <td>0.166480</td>
      <td>0.448154</td>
      <td>0.060018</td>
      <td>-0.082361</td>
      <td>-0.078803</td>
      <td>0.085102</td>
      <td>-0.255425</td>
      <td>...</td>
      <td>-0.225775</td>
      <td>-0.638672</td>
      <td>0.101288</td>
      <td>-0.339846</td>
      <td>0.167170</td>
      <td>0.125895</td>
      <td>-0.008983</td>
      <td>0.014724</td>
      <td>2.69</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>1.0</td>
      <td>-1.358354</td>
      <td>-1.340163</td>
      <td>1.773209</td>
      <td>0.379780</td>
      <td>-0.503198</td>
      <td>1.800499</td>
      <td>0.791461</td>
      <td>0.247676</td>
      <td>-1.514654</td>
      <td>...</td>
      <td>0.247998</td>
      <td>0.771679</td>
      <td>0.909412</td>
      <td>-0.689281</td>
      <td>-0.327642</td>
      <td>-0.139097</td>
      <td>-0.055353</td>
      <td>-0.059752</td>
      <td>378.66</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>1.0</td>
      <td>-0.966272</td>
      <td>-0.185226</td>
      <td>1.792993</td>
      <td>-0.863291</td>
      <td>-0.010309</td>
      <td>1.247203</td>
      <td>0.237609</td>
      <td>0.377436</td>
      <td>-1.387024</td>
      <td>...</td>
      <td>-0.108300</td>
      <td>0.005274</td>
      <td>-0.190321</td>
      <td>-1.175575</td>
      <td>0.647376</td>
      <td>-0.221929</td>
      <td>0.062723</td>
      <td>0.061458</td>
      <td>123.50</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>2.0</td>
      <td>-1.158233</td>
      <td>0.877737</td>
      <td>1.548718</td>
      <td>0.403034</td>
      <td>-0.407193</td>
      <td>0.095921</td>
      <td>0.592941</td>
      <td>-0.270533</td>
      <td>0.817739</td>
      <td>...</td>
      <td>-0.009431</td>
      <td>0.798278</td>
      <td>-0.137458</td>
      <td>0.141267</td>
      <td>-0.206010</td>
      <td>0.502292</td>
      <td>0.219422</td>
      <td>0.215153</td>
      <td>69.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>2.0</td>
      <td>-0.425966</td>
      <td>0.960523</td>
      <td>1.141109</td>
      <td>-0.168252</td>
      <td>0.420987</td>
      <td>-0.029728</td>
      <td>0.476201</td>
      <td>0.260314</td>
      <td>-0.568671</td>
      <td>...</td>
      <td>-0.208254</td>
      <td>-0.559825</td>
      <td>-0.026398</td>
      <td>-0.371427</td>
      <td>-0.232794</td>
      <td>0.105915</td>
      <td>0.253844</td>
      <td>0.081080</td>
      <td>3.67</td>
      <td>0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>4.0</td>
      <td>1.229658</td>
      <td>0.141004</td>
      <td>0.045371</td>
      <td>1.202613</td>
      <td>0.191881</td>
      <td>0.272708</td>
      <td>-0.005159</td>
      <td>0.081213</td>
      <td>0.464960</td>
      <td>...</td>
      <td>-0.167716</td>
      <td>-0.270710</td>
      <td>-0.154104</td>
      <td>-0.780055</td>
      <td>0.750137</td>
      <td>-0.257237</td>
      <td>0.034507</td>
      <td>0.005168</td>
      <td>4.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>7.0</td>
      <td>-0.644269</td>
      <td>1.417964</td>
      <td>1.074380</td>
      <td>-0.492199</td>
      <td>0.948934</td>
      <td>0.428118</td>
      <td>1.120631</td>
      <td>-3.807864</td>
      <td>0.615375</td>
      <td>...</td>
      <td>1.943465</td>
      <td>-1.015455</td>
      <td>0.057504</td>
      <td>-0.649709</td>
      <td>-0.415267</td>
      <td>-0.051634</td>
      <td>-1.206921</td>
      <td>-1.085339</td>
      <td>40.80</td>
      <td>0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>7.0</td>
      <td>-0.894286</td>
      <td>0.286157</td>
      <td>-0.113192</td>
      <td>-0.271526</td>
      <td>2.669599</td>
      <td>3.721818</td>
      <td>0.370145</td>
      <td>0.851084</td>
      <td>-0.392048</td>
      <td>...</td>
      <td>-0.073425</td>
      <td>-0.268092</td>
      <td>-0.204233</td>
      <td>1.011592</td>
      <td>0.373205</td>
      <td>-0.384157</td>
      <td>0.011747</td>
      <td>0.142404</td>
      <td>93.20</td>
      <td>0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>9.0</td>
      <td>-0.338262</td>
      <td>1.119593</td>
      <td>1.044367</td>
      <td>-0.222187</td>
      <td>0.499361</td>
      <td>-0.246761</td>
      <td>0.651583</td>
      <td>0.069539</td>
      <td>-0.736727</td>
      <td>...</td>
      <td>-0.246914</td>
      <td>-0.633753</td>
      <td>-0.120794</td>
      <td>-0.385050</td>
      <td>-0.069733</td>
      <td>0.094199</td>
      <td>0.246219</td>
      <td>0.083076</td>
      <td>3.68</td>
      <td>0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>10.0</td>
      <td>1.449044</td>
      <td>-1.176339</td>
      <td>0.913860</td>
      <td>-1.375667</td>
      <td>-1.971383</td>
      <td>-0.629152</td>
      <td>-1.423236</td>
      <td>0.048456</td>
      <td>-1.720408</td>
      <td>...</td>
      <td>-0.009302</td>
      <td>0.313894</td>
      <td>0.027740</td>
      <td>0.500512</td>
      <td>0.251367</td>
      <td>-0.129478</td>
      <td>0.042850</td>
      <td>0.016253</td>
      <td>7.80</td>
      <td>0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>10.0</td>
      <td>0.384978</td>
      <td>0.616109</td>
      <td>-0.874300</td>
      <td>-0.094019</td>
      <td>2.924584</td>
      <td>3.317027</td>
      <td>0.470455</td>
      <td>0.538247</td>
      <td>-0.558895</td>
      <td>...</td>
      <td>0.049924</td>
      <td>0.238422</td>
      <td>0.009130</td>
      <td>0.996710</td>
      <td>-0.767315</td>
      <td>-0.492208</td>
      <td>0.042472</td>
      <td>-0.054337</td>
      <td>9.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>10.0</td>
      <td>1.249999</td>
      <td>-1.221637</td>
      <td>0.383930</td>
      <td>-1.234899</td>
      <td>-1.485419</td>
      <td>-0.753230</td>
      <td>-0.689405</td>
      <td>-0.227487</td>
      <td>-2.094011</td>
      <td>...</td>
      <td>-0.231809</td>
      <td>-0.483285</td>
      <td>0.084668</td>
      <td>0.392831</td>
      <td>0.161135</td>
      <td>-0.354990</td>
      <td>0.026416</td>
      <td>0.042422</td>
      <td>121.50</td>
      <td>0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>11.0</td>
      <td>1.069374</td>
      <td>0.287722</td>
      <td>0.828613</td>
      <td>2.712520</td>
      <td>-0.178398</td>
      <td>0.337544</td>
      <td>-0.096717</td>
      <td>0.115982</td>
      <td>-0.221083</td>
      <td>...</td>
      <td>-0.036876</td>
      <td>0.074412</td>
      <td>-0.071407</td>
      <td>0.104744</td>
      <td>0.548265</td>
      <td>0.104094</td>
      <td>0.021491</td>
      <td>0.021293</td>
      <td>27.50</td>
      <td>0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>12.0</td>
      <td>-2.791855</td>
      <td>-0.327771</td>
      <td>1.641750</td>
      <td>1.767473</td>
      <td>-0.136588</td>
      <td>0.807596</td>
      <td>-0.422911</td>
      <td>-1.907107</td>
      <td>0.755713</td>
      <td>...</td>
      <td>1.151663</td>
      <td>0.222182</td>
      <td>1.020586</td>
      <td>0.028317</td>
      <td>-0.232746</td>
      <td>-0.235557</td>
      <td>-0.164778</td>
      <td>-0.030154</td>
      <td>58.80</td>
      <td>0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>12.0</td>
      <td>-0.752417</td>
      <td>0.345485</td>
      <td>2.057323</td>
      <td>-1.468643</td>
      <td>-1.158394</td>
      <td>-0.077850</td>
      <td>-0.608581</td>
      <td>0.003603</td>
      <td>-0.436167</td>
      <td>...</td>
      <td>0.499625</td>
      <td>1.353650</td>
      <td>-0.256573</td>
      <td>-0.065084</td>
      <td>-0.039124</td>
      <td>-0.087086</td>
      <td>-0.180998</td>
      <td>0.129394</td>
      <td>15.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>12.0</td>
      <td>1.103215</td>
      <td>-0.040296</td>
      <td>1.267332</td>
      <td>1.289091</td>
      <td>-0.735997</td>
      <td>0.288069</td>
      <td>-0.586057</td>
      <td>0.189380</td>
      <td>0.782333</td>
      <td>...</td>
      <td>-0.024612</td>
      <td>0.196002</td>
      <td>0.013802</td>
      <td>0.103758</td>
      <td>0.364298</td>
      <td>-0.382261</td>
      <td>0.092809</td>
      <td>0.037051</td>
      <td>12.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>13.0</td>
      <td>-0.436905</td>
      <td>0.918966</td>
      <td>0.924591</td>
      <td>-0.727219</td>
      <td>0.915679</td>
      <td>-0.127867</td>
      <td>0.707642</td>
      <td>0.087962</td>
      <td>-0.665271</td>
      <td>...</td>
      <td>-0.194796</td>
      <td>-0.672638</td>
      <td>-0.156858</td>
      <td>-0.888386</td>
      <td>-0.342413</td>
      <td>-0.049027</td>
      <td>0.079692</td>
      <td>0.131024</td>
      <td>0.89</td>
      <td>0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>14.0</td>
      <td>-5.401258</td>
      <td>-5.450148</td>
      <td>1.186305</td>
      <td>1.736239</td>
      <td>3.049106</td>
      <td>-1.763406</td>
      <td>-1.559738</td>
      <td>0.160842</td>
      <td>1.233090</td>
      <td>...</td>
      <td>-0.503600</td>
      <td>0.984460</td>
      <td>2.458589</td>
      <td>0.042119</td>
      <td>-0.481631</td>
      <td>-0.621272</td>
      <td>0.392053</td>
      <td>0.949594</td>
      <td>46.80</td>
      <td>0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>15.0</td>
      <td>1.492936</td>
      <td>-1.029346</td>
      <td>0.454795</td>
      <td>-1.438026</td>
      <td>-1.555434</td>
      <td>-0.720961</td>
      <td>-1.080664</td>
      <td>-0.053127</td>
      <td>-1.978682</td>
      <td>...</td>
      <td>-0.177650</td>
      <td>-0.175074</td>
      <td>0.040002</td>
      <td>0.295814</td>
      <td>0.332931</td>
      <td>-0.220385</td>
      <td>0.022298</td>
      <td>0.007602</td>
      <td>5.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>20</th>
      <td>16.0</td>
      <td>0.694885</td>
      <td>-1.361819</td>
      <td>1.029221</td>
      <td>0.834159</td>
      <td>-1.191209</td>
      <td>1.309109</td>
      <td>-0.878586</td>
      <td>0.445290</td>
      <td>-0.446196</td>
      <td>...</td>
      <td>-0.295583</td>
      <td>-0.571955</td>
      <td>-0.050881</td>
      <td>-0.304215</td>
      <td>0.072001</td>
      <td>-0.422234</td>
      <td>0.086553</td>
      <td>0.063499</td>
      <td>231.71</td>
      <td>0</td>
    </tr>
    <tr>
      <th>21</th>
      <td>17.0</td>
      <td>0.962496</td>
      <td>0.328461</td>
      <td>-0.171479</td>
      <td>2.109204</td>
      <td>1.129566</td>
      <td>1.696038</td>
      <td>0.107712</td>
      <td>0.521502</td>
      <td>-1.191311</td>
      <td>...</td>
      <td>0.143997</td>
      <td>0.402492</td>
      <td>-0.048508</td>
      <td>-1.371866</td>
      <td>0.390814</td>
      <td>0.199964</td>
      <td>0.016371</td>
      <td>-0.014605</td>
      <td>34.09</td>
      <td>0</td>
    </tr>
    <tr>
      <th>22</th>
      <td>18.0</td>
      <td>1.166616</td>
      <td>0.502120</td>
      <td>-0.067300</td>
      <td>2.261569</td>
      <td>0.428804</td>
      <td>0.089474</td>
      <td>0.241147</td>
      <td>0.138082</td>
      <td>-0.989162</td>
      <td>...</td>
      <td>0.018702</td>
      <td>-0.061972</td>
      <td>-0.103855</td>
      <td>-0.370415</td>
      <td>0.603200</td>
      <td>0.108556</td>
      <td>-0.040521</td>
      <td>-0.011418</td>
      <td>2.28</td>
      <td>0</td>
    </tr>
    <tr>
      <th>23</th>
      <td>18.0</td>
      <td>0.247491</td>
      <td>0.277666</td>
      <td>1.185471</td>
      <td>-0.092603</td>
      <td>-1.314394</td>
      <td>-0.150116</td>
      <td>-0.946365</td>
      <td>-1.617935</td>
      <td>1.544071</td>
      <td>...</td>
      <td>1.650180</td>
      <td>0.200454</td>
      <td>-0.185353</td>
      <td>0.423073</td>
      <td>0.820591</td>
      <td>-0.227632</td>
      <td>0.336634</td>
      <td>0.250475</td>
      <td>22.75</td>
      <td>0</td>
    </tr>
    <tr>
      <th>24</th>
      <td>22.0</td>
      <td>-1.946525</td>
      <td>-0.044901</td>
      <td>-0.405570</td>
      <td>-1.013057</td>
      <td>2.941968</td>
      <td>2.955053</td>
      <td>-0.063063</td>
      <td>0.855546</td>
      <td>0.049967</td>
      <td>...</td>
      <td>-0.579526</td>
      <td>-0.799229</td>
      <td>0.870300</td>
      <td>0.983421</td>
      <td>0.321201</td>
      <td>0.149650</td>
      <td>0.707519</td>
      <td>0.014600</td>
      <td>0.89</td>
      <td>0</td>
    </tr>
    <tr>
      <th>25</th>
      <td>22.0</td>
      <td>-2.074295</td>
      <td>-0.121482</td>
      <td>1.322021</td>
      <td>0.410008</td>
      <td>0.295198</td>
      <td>-0.959537</td>
      <td>0.543985</td>
      <td>-0.104627</td>
      <td>0.475664</td>
      <td>...</td>
      <td>-0.403639</td>
      <td>-0.227404</td>
      <td>0.742435</td>
      <td>0.398535</td>
      <td>0.249212</td>
      <td>0.274404</td>
      <td>0.359969</td>
      <td>0.243232</td>
      <td>26.43</td>
      <td>0</td>
    </tr>
    <tr>
      <th>26</th>
      <td>23.0</td>
      <td>1.173285</td>
      <td>0.353498</td>
      <td>0.283905</td>
      <td>1.133563</td>
      <td>-0.172577</td>
      <td>-0.916054</td>
      <td>0.369025</td>
      <td>-0.327260</td>
      <td>-0.246651</td>
      <td>...</td>
      <td>0.067003</td>
      <td>0.227812</td>
      <td>-0.150487</td>
      <td>0.435045</td>
      <td>0.724825</td>
      <td>-0.337082</td>
      <td>0.016368</td>
      <td>0.030041</td>
      <td>41.88</td>
      <td>0</td>
    </tr>
    <tr>
      <th>27</th>
      <td>23.0</td>
      <td>1.322707</td>
      <td>-0.174041</td>
      <td>0.434555</td>
      <td>0.576038</td>
      <td>-0.836758</td>
      <td>-0.831083</td>
      <td>-0.264905</td>
      <td>-0.220982</td>
      <td>-1.071425</td>
      <td>...</td>
      <td>-0.284376</td>
      <td>-0.323357</td>
      <td>-0.037710</td>
      <td>0.347151</td>
      <td>0.559639</td>
      <td>-0.280158</td>
      <td>0.042335</td>
      <td>0.028822</td>
      <td>16.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>28</th>
      <td>23.0</td>
      <td>-0.414289</td>
      <td>0.905437</td>
      <td>1.727453</td>
      <td>1.473471</td>
      <td>0.007443</td>
      <td>-0.200331</td>
      <td>0.740228</td>
      <td>-0.029247</td>
      <td>-0.593392</td>
      <td>...</td>
      <td>0.077237</td>
      <td>0.457331</td>
      <td>-0.038500</td>
      <td>0.642522</td>
      <td>-0.183891</td>
      <td>-0.277464</td>
      <td>0.182687</td>
      <td>0.152665</td>
      <td>33.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>29</th>
      <td>23.0</td>
      <td>1.059387</td>
      <td>-0.175319</td>
      <td>1.266130</td>
      <td>1.186110</td>
      <td>-0.786002</td>
      <td>0.578435</td>
      <td>-0.767084</td>
      <td>0.401046</td>
      <td>0.699500</td>
      <td>...</td>
      <td>0.013676</td>
      <td>0.213734</td>
      <td>0.014462</td>
      <td>0.002951</td>
      <td>0.294638</td>
      <td>-0.395070</td>
      <td>0.081461</td>
      <td>0.024220</td>
      <td>12.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>284777</th>
      <td>172764.0</td>
      <td>2.079137</td>
      <td>-0.028723</td>
      <td>-1.343392</td>
      <td>0.358000</td>
      <td>-0.045791</td>
      <td>-1.345452</td>
      <td>0.227476</td>
      <td>-0.378355</td>
      <td>0.665911</td>
      <td>...</td>
      <td>0.235758</td>
      <td>0.829758</td>
      <td>-0.002063</td>
      <td>0.001344</td>
      <td>0.262183</td>
      <td>-0.105327</td>
      <td>-0.022363</td>
      <td>-0.060283</td>
      <td>1.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284778</th>
      <td>172764.0</td>
      <td>-0.764523</td>
      <td>0.588379</td>
      <td>-0.907599</td>
      <td>-0.418847</td>
      <td>0.901528</td>
      <td>-0.760802</td>
      <td>0.758545</td>
      <td>0.414698</td>
      <td>-0.730854</td>
      <td>...</td>
      <td>0.003530</td>
      <td>-0.431876</td>
      <td>0.141759</td>
      <td>0.587119</td>
      <td>-0.200998</td>
      <td>0.267337</td>
      <td>-0.152951</td>
      <td>-0.065285</td>
      <td>80.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284779</th>
      <td>172766.0</td>
      <td>1.975178</td>
      <td>-0.616244</td>
      <td>-2.628295</td>
      <td>-0.406246</td>
      <td>2.327804</td>
      <td>3.664740</td>
      <td>-0.533297</td>
      <td>0.842937</td>
      <td>1.128798</td>
      <td>...</td>
      <td>0.086043</td>
      <td>0.543613</td>
      <td>-0.032129</td>
      <td>0.768379</td>
      <td>0.477688</td>
      <td>-0.031833</td>
      <td>0.014151</td>
      <td>-0.066542</td>
      <td>25.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284780</th>
      <td>172766.0</td>
      <td>-1.727503</td>
      <td>1.108356</td>
      <td>2.219561</td>
      <td>1.148583</td>
      <td>-0.884199</td>
      <td>0.793083</td>
      <td>-0.527298</td>
      <td>0.866429</td>
      <td>0.853819</td>
      <td>...</td>
      <td>-0.094708</td>
      <td>0.236818</td>
      <td>-0.204280</td>
      <td>1.158185</td>
      <td>0.627801</td>
      <td>-0.399981</td>
      <td>0.510818</td>
      <td>0.233265</td>
      <td>30.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284781</th>
      <td>172766.0</td>
      <td>-1.139015</td>
      <td>-0.155510</td>
      <td>1.894478</td>
      <td>-1.138957</td>
      <td>1.451777</td>
      <td>0.093598</td>
      <td>0.191353</td>
      <td>0.092211</td>
      <td>-0.062621</td>
      <td>...</td>
      <td>-0.191027</td>
      <td>-0.631658</td>
      <td>-0.147249</td>
      <td>0.212931</td>
      <td>0.354257</td>
      <td>-0.241068</td>
      <td>-0.161717</td>
      <td>-0.149188</td>
      <td>13.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284782</th>
      <td>172767.0</td>
      <td>-0.268061</td>
      <td>2.540315</td>
      <td>-1.400915</td>
      <td>4.846661</td>
      <td>0.639105</td>
      <td>0.186479</td>
      <td>-0.045911</td>
      <td>0.936448</td>
      <td>-2.419986</td>
      <td>...</td>
      <td>-0.263889</td>
      <td>-0.857904</td>
      <td>0.235172</td>
      <td>-0.681794</td>
      <td>-0.668894</td>
      <td>0.044657</td>
      <td>-0.066751</td>
      <td>-0.072447</td>
      <td>12.82</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284783</th>
      <td>172768.0</td>
      <td>-1.796092</td>
      <td>1.929178</td>
      <td>-2.828417</td>
      <td>-1.689844</td>
      <td>2.199572</td>
      <td>3.123732</td>
      <td>-0.270714</td>
      <td>1.657495</td>
      <td>0.465804</td>
      <td>...</td>
      <td>0.271170</td>
      <td>1.145750</td>
      <td>0.084783</td>
      <td>0.721269</td>
      <td>-0.529906</td>
      <td>-0.240117</td>
      <td>0.129126</td>
      <td>-0.080620</td>
      <td>11.46</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284784</th>
      <td>172768.0</td>
      <td>-0.669662</td>
      <td>0.923769</td>
      <td>-1.543167</td>
      <td>-1.560729</td>
      <td>2.833960</td>
      <td>3.240843</td>
      <td>0.181576</td>
      <td>1.282746</td>
      <td>-0.893890</td>
      <td>...</td>
      <td>0.183856</td>
      <td>0.202670</td>
      <td>-0.373023</td>
      <td>0.651122</td>
      <td>1.073823</td>
      <td>0.844590</td>
      <td>-0.286676</td>
      <td>-0.187719</td>
      <td>40.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284785</th>
      <td>172768.0</td>
      <td>0.032887</td>
      <td>0.545338</td>
      <td>-1.185844</td>
      <td>-1.729828</td>
      <td>2.932315</td>
      <td>3.401529</td>
      <td>0.337434</td>
      <td>0.925377</td>
      <td>-0.165663</td>
      <td>...</td>
      <td>-0.266113</td>
      <td>-0.716336</td>
      <td>0.108519</td>
      <td>0.688519</td>
      <td>-0.460220</td>
      <td>0.161939</td>
      <td>0.265368</td>
      <td>0.090245</td>
      <td>1.79</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284786</th>
      <td>172768.0</td>
      <td>-2.076175</td>
      <td>2.142238</td>
      <td>-2.522704</td>
      <td>-1.888063</td>
      <td>1.982785</td>
      <td>3.732950</td>
      <td>-1.217430</td>
      <td>-0.536644</td>
      <td>0.272867</td>
      <td>...</td>
      <td>2.016666</td>
      <td>-1.588269</td>
      <td>0.588482</td>
      <td>0.632444</td>
      <td>-0.201064</td>
      <td>0.199251</td>
      <td>0.438657</td>
      <td>0.172923</td>
      <td>8.95</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284787</th>
      <td>172769.0</td>
      <td>-1.029719</td>
      <td>-1.110670</td>
      <td>-0.636179</td>
      <td>-0.840816</td>
      <td>2.424360</td>
      <td>-2.956733</td>
      <td>0.283610</td>
      <td>-0.332656</td>
      <td>-0.247488</td>
      <td>...</td>
      <td>0.353722</td>
      <td>0.488487</td>
      <td>0.293632</td>
      <td>0.107812</td>
      <td>-0.935586</td>
      <td>1.138216</td>
      <td>0.025271</td>
      <td>0.255347</td>
      <td>9.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284788</th>
      <td>172770.0</td>
      <td>2.007418</td>
      <td>-0.280235</td>
      <td>-0.208113</td>
      <td>0.335261</td>
      <td>-0.715798</td>
      <td>-0.751373</td>
      <td>-0.458972</td>
      <td>-0.140140</td>
      <td>0.959971</td>
      <td>...</td>
      <td>-0.208260</td>
      <td>-0.430347</td>
      <td>0.416765</td>
      <td>0.064819</td>
      <td>-0.608337</td>
      <td>0.268436</td>
      <td>-0.028069</td>
      <td>-0.041367</td>
      <td>3.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284789</th>
      <td>172770.0</td>
      <td>-0.446951</td>
      <td>1.302212</td>
      <td>-0.168583</td>
      <td>0.981577</td>
      <td>0.578957</td>
      <td>-0.605641</td>
      <td>1.253430</td>
      <td>-1.042610</td>
      <td>-0.417116</td>
      <td>...</td>
      <td>0.851800</td>
      <td>0.305268</td>
      <td>-0.148093</td>
      <td>-0.038712</td>
      <td>0.010209</td>
      <td>-0.362666</td>
      <td>0.503092</td>
      <td>0.229921</td>
      <td>60.50</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284790</th>
      <td>172771.0</td>
      <td>-0.515513</td>
      <td>0.971950</td>
      <td>-1.014580</td>
      <td>-0.677037</td>
      <td>0.912430</td>
      <td>-0.316187</td>
      <td>0.396137</td>
      <td>0.532364</td>
      <td>-0.224606</td>
      <td>...</td>
      <td>-0.280302</td>
      <td>-0.849919</td>
      <td>0.300245</td>
      <td>0.000607</td>
      <td>-0.376379</td>
      <td>0.128660</td>
      <td>-0.015205</td>
      <td>-0.021486</td>
      <td>9.81</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284791</th>
      <td>172774.0</td>
      <td>-0.863506</td>
      <td>0.874701</td>
      <td>0.420358</td>
      <td>-0.530365</td>
      <td>0.356561</td>
      <td>-1.046238</td>
      <td>0.757051</td>
      <td>0.230473</td>
      <td>-0.506856</td>
      <td>...</td>
      <td>-0.108846</td>
      <td>-0.480820</td>
      <td>-0.074513</td>
      <td>-0.003988</td>
      <td>-0.113149</td>
      <td>0.280378</td>
      <td>-0.077310</td>
      <td>0.023079</td>
      <td>20.32</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284792</th>
      <td>172774.0</td>
      <td>-0.724123</td>
      <td>1.485216</td>
      <td>-1.132218</td>
      <td>-0.607190</td>
      <td>0.709499</td>
      <td>-0.482638</td>
      <td>0.548393</td>
      <td>0.343003</td>
      <td>-0.226323</td>
      <td>...</td>
      <td>0.414621</td>
      <td>1.307511</td>
      <td>-0.059545</td>
      <td>0.242669</td>
      <td>-0.665424</td>
      <td>-0.269869</td>
      <td>-0.170579</td>
      <td>-0.030692</td>
      <td>3.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284793</th>
      <td>172775.0</td>
      <td>1.971002</td>
      <td>-0.699067</td>
      <td>-1.697541</td>
      <td>-0.617643</td>
      <td>1.718797</td>
      <td>3.911336</td>
      <td>-1.259306</td>
      <td>1.056209</td>
      <td>1.315006</td>
      <td>...</td>
      <td>0.188758</td>
      <td>0.694418</td>
      <td>0.163002</td>
      <td>0.726365</td>
      <td>-0.058282</td>
      <td>-0.191813</td>
      <td>0.061858</td>
      <td>-0.043716</td>
      <td>4.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284794</th>
      <td>172777.0</td>
      <td>-1.266580</td>
      <td>-0.400461</td>
      <td>0.956221</td>
      <td>-0.723919</td>
      <td>1.531993</td>
      <td>-1.788600</td>
      <td>0.314741</td>
      <td>0.004704</td>
      <td>0.013857</td>
      <td>...</td>
      <td>-0.157831</td>
      <td>-0.883365</td>
      <td>0.088485</td>
      <td>-0.076790</td>
      <td>-0.095833</td>
      <td>0.132720</td>
      <td>-0.028468</td>
      <td>0.126494</td>
      <td>0.89</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284795</th>
      <td>172778.0</td>
      <td>-12.516732</td>
      <td>10.187818</td>
      <td>-8.476671</td>
      <td>-2.510473</td>
      <td>-4.586669</td>
      <td>-1.394465</td>
      <td>-3.632516</td>
      <td>5.498583</td>
      <td>4.893089</td>
      <td>...</td>
      <td>-0.944759</td>
      <td>-1.565026</td>
      <td>0.890675</td>
      <td>-1.253276</td>
      <td>1.786717</td>
      <td>0.320763</td>
      <td>2.090712</td>
      <td>1.232864</td>
      <td>9.87</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284796</th>
      <td>172780.0</td>
      <td>1.884849</td>
      <td>-0.143540</td>
      <td>-0.999943</td>
      <td>1.506772</td>
      <td>-0.035300</td>
      <td>-0.613638</td>
      <td>0.190241</td>
      <td>-0.249058</td>
      <td>0.666458</td>
      <td>...</td>
      <td>0.144008</td>
      <td>0.634646</td>
      <td>-0.042114</td>
      <td>-0.053206</td>
      <td>0.316403</td>
      <td>-0.461441</td>
      <td>0.018265</td>
      <td>-0.041068</td>
      <td>60.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284797</th>
      <td>172782.0</td>
      <td>-0.241923</td>
      <td>0.712247</td>
      <td>0.399806</td>
      <td>-0.463406</td>
      <td>0.244531</td>
      <td>-1.343668</td>
      <td>0.929369</td>
      <td>-0.206210</td>
      <td>0.106234</td>
      <td>...</td>
      <td>-0.228876</td>
      <td>-0.514376</td>
      <td>0.279598</td>
      <td>0.371441</td>
      <td>-0.559238</td>
      <td>0.113144</td>
      <td>0.131507</td>
      <td>0.081265</td>
      <td>5.49</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284798</th>
      <td>172782.0</td>
      <td>0.219529</td>
      <td>0.881246</td>
      <td>-0.635891</td>
      <td>0.960928</td>
      <td>-0.152971</td>
      <td>-1.014307</td>
      <td>0.427126</td>
      <td>0.121340</td>
      <td>-0.285670</td>
      <td>...</td>
      <td>0.099936</td>
      <td>0.337120</td>
      <td>0.251791</td>
      <td>0.057688</td>
      <td>-1.508368</td>
      <td>0.144023</td>
      <td>0.181205</td>
      <td>0.215243</td>
      <td>24.05</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284799</th>
      <td>172783.0</td>
      <td>-1.775135</td>
      <td>-0.004235</td>
      <td>1.189786</td>
      <td>0.331096</td>
      <td>1.196063</td>
      <td>5.519980</td>
      <td>-1.518185</td>
      <td>2.080825</td>
      <td>1.159498</td>
      <td>...</td>
      <td>0.103302</td>
      <td>0.654850</td>
      <td>-0.348929</td>
      <td>0.745323</td>
      <td>0.704545</td>
      <td>-0.127579</td>
      <td>0.454379</td>
      <td>0.130308</td>
      <td>79.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284800</th>
      <td>172784.0</td>
      <td>2.039560</td>
      <td>-0.175233</td>
      <td>-1.196825</td>
      <td>0.234580</td>
      <td>-0.008713</td>
      <td>-0.726571</td>
      <td>0.017050</td>
      <td>-0.118228</td>
      <td>0.435402</td>
      <td>...</td>
      <td>-0.268048</td>
      <td>-0.717211</td>
      <td>0.297930</td>
      <td>-0.359769</td>
      <td>-0.315610</td>
      <td>0.201114</td>
      <td>-0.080826</td>
      <td>-0.075071</td>
      <td>2.68</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284801</th>
      <td>172785.0</td>
      <td>0.120316</td>
      <td>0.931005</td>
      <td>-0.546012</td>
      <td>-0.745097</td>
      <td>1.130314</td>
      <td>-0.235973</td>
      <td>0.812722</td>
      <td>0.115093</td>
      <td>-0.204064</td>
      <td>...</td>
      <td>-0.314205</td>
      <td>-0.808520</td>
      <td>0.050343</td>
      <td>0.102800</td>
      <td>-0.435870</td>
      <td>0.124079</td>
      <td>0.217940</td>
      <td>0.068803</td>
      <td>2.69</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284802</th>
      <td>172786.0</td>
      <td>-11.881118</td>
      <td>10.071785</td>
      <td>-9.834783</td>
      <td>-2.066656</td>
      <td>-5.364473</td>
      <td>-2.606837</td>
      <td>-4.918215</td>
      <td>7.305334</td>
      <td>1.914428</td>
      <td>...</td>
      <td>0.213454</td>
      <td>0.111864</td>
      <td>1.014480</td>
      <td>-0.509348</td>
      <td>1.436807</td>
      <td>0.250034</td>
      <td>0.943651</td>
      <td>0.823731</td>
      <td>0.77</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284803</th>
      <td>172787.0</td>
      <td>-0.732789</td>
      <td>-0.055080</td>
      <td>2.035030</td>
      <td>-0.738589</td>
      <td>0.868229</td>
      <td>1.058415</td>
      <td>0.024330</td>
      <td>0.294869</td>
      <td>0.584800</td>
      <td>...</td>
      <td>0.214205</td>
      <td>0.924384</td>
      <td>0.012463</td>
      <td>-1.016226</td>
      <td>-0.606624</td>
      <td>-0.395255</td>
      <td>0.068472</td>
      <td>-0.053527</td>
      <td>24.79</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284804</th>
      <td>172788.0</td>
      <td>1.919565</td>
      <td>-0.301254</td>
      <td>-3.249640</td>
      <td>-0.557828</td>
      <td>2.630515</td>
      <td>3.031260</td>
      <td>-0.296827</td>
      <td>0.708417</td>
      <td>0.432454</td>
      <td>...</td>
      <td>0.232045</td>
      <td>0.578229</td>
      <td>-0.037501</td>
      <td>0.640134</td>
      <td>0.265745</td>
      <td>-0.087371</td>
      <td>0.004455</td>
      <td>-0.026561</td>
      <td>67.88</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284805</th>
      <td>172788.0</td>
      <td>-0.240440</td>
      <td>0.530483</td>
      <td>0.702510</td>
      <td>0.689799</td>
      <td>-0.377961</td>
      <td>0.623708</td>
      <td>-0.686180</td>
      <td>0.679145</td>
      <td>0.392087</td>
      <td>...</td>
      <td>0.265245</td>
      <td>0.800049</td>
      <td>-0.163298</td>
      <td>0.123205</td>
      <td>-0.569159</td>
      <td>0.546668</td>
      <td>0.108821</td>
      <td>0.104533</td>
      <td>10.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284806</th>
      <td>172792.0</td>
      <td>-0.533413</td>
      <td>-0.189733</td>
      <td>0.703337</td>
      <td>-0.506271</td>
      <td>-0.012546</td>
      <td>-0.649617</td>
      <td>1.577006</td>
      <td>-0.414650</td>
      <td>0.486180</td>
      <td>...</td>
      <td>0.261057</td>
      <td>0.643078</td>
      <td>0.376777</td>
      <td>0.008797</td>
      <td>-0.473649</td>
      <td>-0.818267</td>
      <td>-0.002415</td>
      <td>0.013649</td>
      <td>217.00</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
<p>284807 rows × 31 columns</p>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[139]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">data</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[139]:</div>



<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<style>
    .dataframe thead tr:only-child th {
        text-align: right;
    }

    .dataframe thead th {
        text-align: left;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>V1</th>
      <th>V2</th>
      <th>V3</th>
      <th>V4</th>
      <th>V5</th>
      <th>V6</th>
      <th>V7</th>
      <th>V8</th>
      <th>V9</th>
      <th>V10</th>
      <th>...</th>
      <th>V21</th>
      <th>V22</th>
      <th>V23</th>
      <th>V24</th>
      <th>V25</th>
      <th>V26</th>
      <th>V27</th>
      <th>V28</th>
      <th>Amount</th>
      <th>Class</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>-1.359807</td>
      <td>-0.072781</td>
      <td>2.536347</td>
      <td>1.378155</td>
      <td>-0.338321</td>
      <td>0.462388</td>
      <td>0.239599</td>
      <td>0.098698</td>
      <td>0.363787</td>
      <td>0.090794</td>
      <td>...</td>
      <td>-0.018307</td>
      <td>0.277838</td>
      <td>-0.110474</td>
      <td>0.066928</td>
      <td>0.128539</td>
      <td>-0.189115</td>
      <td>0.133558</td>
      <td>-0.021053</td>
      <td>149.62</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>1.191857</td>
      <td>0.266151</td>
      <td>0.166480</td>
      <td>0.448154</td>
      <td>0.060018</td>
      <td>-0.082361</td>
      <td>-0.078803</td>
      <td>0.085102</td>
      <td>-0.255425</td>
      <td>-0.166974</td>
      <td>...</td>
      <td>-0.225775</td>
      <td>-0.638672</td>
      <td>0.101288</td>
      <td>-0.339846</td>
      <td>0.167170</td>
      <td>0.125895</td>
      <td>-0.008983</td>
      <td>0.014724</td>
      <td>2.69</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>-1.358354</td>
      <td>-1.340163</td>
      <td>1.773209</td>
      <td>0.379780</td>
      <td>-0.503198</td>
      <td>1.800499</td>
      <td>0.791461</td>
      <td>0.247676</td>
      <td>-1.514654</td>
      <td>0.207643</td>
      <td>...</td>
      <td>0.247998</td>
      <td>0.771679</td>
      <td>0.909412</td>
      <td>-0.689281</td>
      <td>-0.327642</td>
      <td>-0.139097</td>
      <td>-0.055353</td>
      <td>-0.059752</td>
      <td>378.66</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>-0.966272</td>
      <td>-0.185226</td>
      <td>1.792993</td>
      <td>-0.863291</td>
      <td>-0.010309</td>
      <td>1.247203</td>
      <td>0.237609</td>
      <td>0.377436</td>
      <td>-1.387024</td>
      <td>-0.054952</td>
      <td>...</td>
      <td>-0.108300</td>
      <td>0.005274</td>
      <td>-0.190321</td>
      <td>-1.175575</td>
      <td>0.647376</td>
      <td>-0.221929</td>
      <td>0.062723</td>
      <td>0.061458</td>
      <td>123.50</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>-1.158233</td>
      <td>0.877737</td>
      <td>1.548718</td>
      <td>0.403034</td>
      <td>-0.407193</td>
      <td>0.095921</td>
      <td>0.592941</td>
      <td>-0.270533</td>
      <td>0.817739</td>
      <td>0.753074</td>
      <td>...</td>
      <td>-0.009431</td>
      <td>0.798278</td>
      <td>-0.137458</td>
      <td>0.141267</td>
      <td>-0.206010</td>
      <td>0.502292</td>
      <td>0.219422</td>
      <td>0.215153</td>
      <td>69.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>-0.425966</td>
      <td>0.960523</td>
      <td>1.141109</td>
      <td>-0.168252</td>
      <td>0.420987</td>
      <td>-0.029728</td>
      <td>0.476201</td>
      <td>0.260314</td>
      <td>-0.568671</td>
      <td>-0.371407</td>
      <td>...</td>
      <td>-0.208254</td>
      <td>-0.559825</td>
      <td>-0.026398</td>
      <td>-0.371427</td>
      <td>-0.232794</td>
      <td>0.105915</td>
      <td>0.253844</td>
      <td>0.081080</td>
      <td>3.67</td>
      <td>0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>1.229658</td>
      <td>0.141004</td>
      <td>0.045371</td>
      <td>1.202613</td>
      <td>0.191881</td>
      <td>0.272708</td>
      <td>-0.005159</td>
      <td>0.081213</td>
      <td>0.464960</td>
      <td>-0.099254</td>
      <td>...</td>
      <td>-0.167716</td>
      <td>-0.270710</td>
      <td>-0.154104</td>
      <td>-0.780055</td>
      <td>0.750137</td>
      <td>-0.257237</td>
      <td>0.034507</td>
      <td>0.005168</td>
      <td>4.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>-0.644269</td>
      <td>1.417964</td>
      <td>1.074380</td>
      <td>-0.492199</td>
      <td>0.948934</td>
      <td>0.428118</td>
      <td>1.120631</td>
      <td>-3.807864</td>
      <td>0.615375</td>
      <td>1.249376</td>
      <td>...</td>
      <td>1.943465</td>
      <td>-1.015455</td>
      <td>0.057504</td>
      <td>-0.649709</td>
      <td>-0.415267</td>
      <td>-0.051634</td>
      <td>-1.206921</td>
      <td>-1.085339</td>
      <td>40.80</td>
      <td>0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>-0.894286</td>
      <td>0.286157</td>
      <td>-0.113192</td>
      <td>-0.271526</td>
      <td>2.669599</td>
      <td>3.721818</td>
      <td>0.370145</td>
      <td>0.851084</td>
      <td>-0.392048</td>
      <td>-0.410430</td>
      <td>...</td>
      <td>-0.073425</td>
      <td>-0.268092</td>
      <td>-0.204233</td>
      <td>1.011592</td>
      <td>0.373205</td>
      <td>-0.384157</td>
      <td>0.011747</td>
      <td>0.142404</td>
      <td>93.20</td>
      <td>0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>-0.338262</td>
      <td>1.119593</td>
      <td>1.044367</td>
      <td>-0.222187</td>
      <td>0.499361</td>
      <td>-0.246761</td>
      <td>0.651583</td>
      <td>0.069539</td>
      <td>-0.736727</td>
      <td>-0.366846</td>
      <td>...</td>
      <td>-0.246914</td>
      <td>-0.633753</td>
      <td>-0.120794</td>
      <td>-0.385050</td>
      <td>-0.069733</td>
      <td>0.094199</td>
      <td>0.246219</td>
      <td>0.083076</td>
      <td>3.68</td>
      <td>0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>1.449044</td>
      <td>-1.176339</td>
      <td>0.913860</td>
      <td>-1.375667</td>
      <td>-1.971383</td>
      <td>-0.629152</td>
      <td>-1.423236</td>
      <td>0.048456</td>
      <td>-1.720408</td>
      <td>1.626659</td>
      <td>...</td>
      <td>-0.009302</td>
      <td>0.313894</td>
      <td>0.027740</td>
      <td>0.500512</td>
      <td>0.251367</td>
      <td>-0.129478</td>
      <td>0.042850</td>
      <td>0.016253</td>
      <td>7.80</td>
      <td>0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>0.384978</td>
      <td>0.616109</td>
      <td>-0.874300</td>
      <td>-0.094019</td>
      <td>2.924584</td>
      <td>3.317027</td>
      <td>0.470455</td>
      <td>0.538247</td>
      <td>-0.558895</td>
      <td>0.309755</td>
      <td>...</td>
      <td>0.049924</td>
      <td>0.238422</td>
      <td>0.009130</td>
      <td>0.996710</td>
      <td>-0.767315</td>
      <td>-0.492208</td>
      <td>0.042472</td>
      <td>-0.054337</td>
      <td>9.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>1.249999</td>
      <td>-1.221637</td>
      <td>0.383930</td>
      <td>-1.234899</td>
      <td>-1.485419</td>
      <td>-0.753230</td>
      <td>-0.689405</td>
      <td>-0.227487</td>
      <td>-2.094011</td>
      <td>1.323729</td>
      <td>...</td>
      <td>-0.231809</td>
      <td>-0.483285</td>
      <td>0.084668</td>
      <td>0.392831</td>
      <td>0.161135</td>
      <td>-0.354990</td>
      <td>0.026416</td>
      <td>0.042422</td>
      <td>121.50</td>
      <td>0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>1.069374</td>
      <td>0.287722</td>
      <td>0.828613</td>
      <td>2.712520</td>
      <td>-0.178398</td>
      <td>0.337544</td>
      <td>-0.096717</td>
      <td>0.115982</td>
      <td>-0.221083</td>
      <td>0.460230</td>
      <td>...</td>
      <td>-0.036876</td>
      <td>0.074412</td>
      <td>-0.071407</td>
      <td>0.104744</td>
      <td>0.548265</td>
      <td>0.104094</td>
      <td>0.021491</td>
      <td>0.021293</td>
      <td>27.50</td>
      <td>0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>-2.791855</td>
      <td>-0.327771</td>
      <td>1.641750</td>
      <td>1.767473</td>
      <td>-0.136588</td>
      <td>0.807596</td>
      <td>-0.422911</td>
      <td>-1.907107</td>
      <td>0.755713</td>
      <td>1.151087</td>
      <td>...</td>
      <td>1.151663</td>
      <td>0.222182</td>
      <td>1.020586</td>
      <td>0.028317</td>
      <td>-0.232746</td>
      <td>-0.235557</td>
      <td>-0.164778</td>
      <td>-0.030154</td>
      <td>58.80</td>
      <td>0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>-0.752417</td>
      <td>0.345485</td>
      <td>2.057323</td>
      <td>-1.468643</td>
      <td>-1.158394</td>
      <td>-0.077850</td>
      <td>-0.608581</td>
      <td>0.003603</td>
      <td>-0.436167</td>
      <td>0.747731</td>
      <td>...</td>
      <td>0.499625</td>
      <td>1.353650</td>
      <td>-0.256573</td>
      <td>-0.065084</td>
      <td>-0.039124</td>
      <td>-0.087086</td>
      <td>-0.180998</td>
      <td>0.129394</td>
      <td>15.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>1.103215</td>
      <td>-0.040296</td>
      <td>1.267332</td>
      <td>1.289091</td>
      <td>-0.735997</td>
      <td>0.288069</td>
      <td>-0.586057</td>
      <td>0.189380</td>
      <td>0.782333</td>
      <td>-0.267975</td>
      <td>...</td>
      <td>-0.024612</td>
      <td>0.196002</td>
      <td>0.013802</td>
      <td>0.103758</td>
      <td>0.364298</td>
      <td>-0.382261</td>
      <td>0.092809</td>
      <td>0.037051</td>
      <td>12.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>-0.436905</td>
      <td>0.918966</td>
      <td>0.924591</td>
      <td>-0.727219</td>
      <td>0.915679</td>
      <td>-0.127867</td>
      <td>0.707642</td>
      <td>0.087962</td>
      <td>-0.665271</td>
      <td>-0.737980</td>
      <td>...</td>
      <td>-0.194796</td>
      <td>-0.672638</td>
      <td>-0.156858</td>
      <td>-0.888386</td>
      <td>-0.342413</td>
      <td>-0.049027</td>
      <td>0.079692</td>
      <td>0.131024</td>
      <td>0.89</td>
      <td>0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>-5.401258</td>
      <td>-5.450148</td>
      <td>1.186305</td>
      <td>1.736239</td>
      <td>3.049106</td>
      <td>-1.763406</td>
      <td>-1.559738</td>
      <td>0.160842</td>
      <td>1.233090</td>
      <td>0.345173</td>
      <td>...</td>
      <td>-0.503600</td>
      <td>0.984460</td>
      <td>2.458589</td>
      <td>0.042119</td>
      <td>-0.481631</td>
      <td>-0.621272</td>
      <td>0.392053</td>
      <td>0.949594</td>
      <td>46.80</td>
      <td>0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>1.492936</td>
      <td>-1.029346</td>
      <td>0.454795</td>
      <td>-1.438026</td>
      <td>-1.555434</td>
      <td>-0.720961</td>
      <td>-1.080664</td>
      <td>-0.053127</td>
      <td>-1.978682</td>
      <td>1.638076</td>
      <td>...</td>
      <td>-0.177650</td>
      <td>-0.175074</td>
      <td>0.040002</td>
      <td>0.295814</td>
      <td>0.332931</td>
      <td>-0.220385</td>
      <td>0.022298</td>
      <td>0.007602</td>
      <td>5.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>20</th>
      <td>0.694885</td>
      <td>-1.361819</td>
      <td>1.029221</td>
      <td>0.834159</td>
      <td>-1.191209</td>
      <td>1.309109</td>
      <td>-0.878586</td>
      <td>0.445290</td>
      <td>-0.446196</td>
      <td>0.568521</td>
      <td>...</td>
      <td>-0.295583</td>
      <td>-0.571955</td>
      <td>-0.050881</td>
      <td>-0.304215</td>
      <td>0.072001</td>
      <td>-0.422234</td>
      <td>0.086553</td>
      <td>0.063499</td>
      <td>231.71</td>
      <td>0</td>
    </tr>
    <tr>
      <th>21</th>
      <td>0.962496</td>
      <td>0.328461</td>
      <td>-0.171479</td>
      <td>2.109204</td>
      <td>1.129566</td>
      <td>1.696038</td>
      <td>0.107712</td>
      <td>0.521502</td>
      <td>-1.191311</td>
      <td>0.724396</td>
      <td>...</td>
      <td>0.143997</td>
      <td>0.402492</td>
      <td>-0.048508</td>
      <td>-1.371866</td>
      <td>0.390814</td>
      <td>0.199964</td>
      <td>0.016371</td>
      <td>-0.014605</td>
      <td>34.09</td>
      <td>0</td>
    </tr>
    <tr>
      <th>22</th>
      <td>1.166616</td>
      <td>0.502120</td>
      <td>-0.067300</td>
      <td>2.261569</td>
      <td>0.428804</td>
      <td>0.089474</td>
      <td>0.241147</td>
      <td>0.138082</td>
      <td>-0.989162</td>
      <td>0.922175</td>
      <td>...</td>
      <td>0.018702</td>
      <td>-0.061972</td>
      <td>-0.103855</td>
      <td>-0.370415</td>
      <td>0.603200</td>
      <td>0.108556</td>
      <td>-0.040521</td>
      <td>-0.011418</td>
      <td>2.28</td>
      <td>0</td>
    </tr>
    <tr>
      <th>23</th>
      <td>0.247491</td>
      <td>0.277666</td>
      <td>1.185471</td>
      <td>-0.092603</td>
      <td>-1.314394</td>
      <td>-0.150116</td>
      <td>-0.946365</td>
      <td>-1.617935</td>
      <td>1.544071</td>
      <td>-0.829881</td>
      <td>...</td>
      <td>1.650180</td>
      <td>0.200454</td>
      <td>-0.185353</td>
      <td>0.423073</td>
      <td>0.820591</td>
      <td>-0.227632</td>
      <td>0.336634</td>
      <td>0.250475</td>
      <td>22.75</td>
      <td>0</td>
    </tr>
    <tr>
      <th>24</th>
      <td>-1.946525</td>
      <td>-0.044901</td>
      <td>-0.405570</td>
      <td>-1.013057</td>
      <td>2.941968</td>
      <td>2.955053</td>
      <td>-0.063063</td>
      <td>0.855546</td>
      <td>0.049967</td>
      <td>0.573743</td>
      <td>...</td>
      <td>-0.579526</td>
      <td>-0.799229</td>
      <td>0.870300</td>
      <td>0.983421</td>
      <td>0.321201</td>
      <td>0.149650</td>
      <td>0.707519</td>
      <td>0.014600</td>
      <td>0.89</td>
      <td>0</td>
    </tr>
    <tr>
      <th>25</th>
      <td>-2.074295</td>
      <td>-0.121482</td>
      <td>1.322021</td>
      <td>0.410008</td>
      <td>0.295198</td>
      <td>-0.959537</td>
      <td>0.543985</td>
      <td>-0.104627</td>
      <td>0.475664</td>
      <td>0.149451</td>
      <td>...</td>
      <td>-0.403639</td>
      <td>-0.227404</td>
      <td>0.742435</td>
      <td>0.398535</td>
      <td>0.249212</td>
      <td>0.274404</td>
      <td>0.359969</td>
      <td>0.243232</td>
      <td>26.43</td>
      <td>0</td>
    </tr>
    <tr>
      <th>26</th>
      <td>1.173285</td>
      <td>0.353498</td>
      <td>0.283905</td>
      <td>1.133563</td>
      <td>-0.172577</td>
      <td>-0.916054</td>
      <td>0.369025</td>
      <td>-0.327260</td>
      <td>-0.246651</td>
      <td>-0.046139</td>
      <td>...</td>
      <td>0.067003</td>
      <td>0.227812</td>
      <td>-0.150487</td>
      <td>0.435045</td>
      <td>0.724825</td>
      <td>-0.337082</td>
      <td>0.016368</td>
      <td>0.030041</td>
      <td>41.88</td>
      <td>0</td>
    </tr>
    <tr>
      <th>27</th>
      <td>1.322707</td>
      <td>-0.174041</td>
      <td>0.434555</td>
      <td>0.576038</td>
      <td>-0.836758</td>
      <td>-0.831083</td>
      <td>-0.264905</td>
      <td>-0.220982</td>
      <td>-1.071425</td>
      <td>0.868559</td>
      <td>...</td>
      <td>-0.284376</td>
      <td>-0.323357</td>
      <td>-0.037710</td>
      <td>0.347151</td>
      <td>0.559639</td>
      <td>-0.280158</td>
      <td>0.042335</td>
      <td>0.028822</td>
      <td>16.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>28</th>
      <td>-0.414289</td>
      <td>0.905437</td>
      <td>1.727453</td>
      <td>1.473471</td>
      <td>0.007443</td>
      <td>-0.200331</td>
      <td>0.740228</td>
      <td>-0.029247</td>
      <td>-0.593392</td>
      <td>-0.346188</td>
      <td>...</td>
      <td>0.077237</td>
      <td>0.457331</td>
      <td>-0.038500</td>
      <td>0.642522</td>
      <td>-0.183891</td>
      <td>-0.277464</td>
      <td>0.182687</td>
      <td>0.152665</td>
      <td>33.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>29</th>
      <td>1.059387</td>
      <td>-0.175319</td>
      <td>1.266130</td>
      <td>1.186110</td>
      <td>-0.786002</td>
      <td>0.578435</td>
      <td>-0.767084</td>
      <td>0.401046</td>
      <td>0.699500</td>
      <td>-0.064738</td>
      <td>...</td>
      <td>0.013676</td>
      <td>0.213734</td>
      <td>0.014462</td>
      <td>0.002951</td>
      <td>0.294638</td>
      <td>-0.395070</td>
      <td>0.081461</td>
      <td>0.024220</td>
      <td>12.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>284777</th>
      <td>2.079137</td>
      <td>-0.028723</td>
      <td>-1.343392</td>
      <td>0.358000</td>
      <td>-0.045791</td>
      <td>-1.345452</td>
      <td>0.227476</td>
      <td>-0.378355</td>
      <td>0.665911</td>
      <td>0.028351</td>
      <td>...</td>
      <td>0.235758</td>
      <td>0.829758</td>
      <td>-0.002063</td>
      <td>0.001344</td>
      <td>0.262183</td>
      <td>-0.105327</td>
      <td>-0.022363</td>
      <td>-0.060283</td>
      <td>1.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284778</th>
      <td>-0.764523</td>
      <td>0.588379</td>
      <td>-0.907599</td>
      <td>-0.418847</td>
      <td>0.901528</td>
      <td>-0.760802</td>
      <td>0.758545</td>
      <td>0.414698</td>
      <td>-0.730854</td>
      <td>-1.245088</td>
      <td>...</td>
      <td>0.003530</td>
      <td>-0.431876</td>
      <td>0.141759</td>
      <td>0.587119</td>
      <td>-0.200998</td>
      <td>0.267337</td>
      <td>-0.152951</td>
      <td>-0.065285</td>
      <td>80.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284779</th>
      <td>1.975178</td>
      <td>-0.616244</td>
      <td>-2.628295</td>
      <td>-0.406246</td>
      <td>2.327804</td>
      <td>3.664740</td>
      <td>-0.533297</td>
      <td>0.842937</td>
      <td>1.128798</td>
      <td>-0.220744</td>
      <td>...</td>
      <td>0.086043</td>
      <td>0.543613</td>
      <td>-0.032129</td>
      <td>0.768379</td>
      <td>0.477688</td>
      <td>-0.031833</td>
      <td>0.014151</td>
      <td>-0.066542</td>
      <td>25.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284780</th>
      <td>-1.727503</td>
      <td>1.108356</td>
      <td>2.219561</td>
      <td>1.148583</td>
      <td>-0.884199</td>
      <td>0.793083</td>
      <td>-0.527298</td>
      <td>0.866429</td>
      <td>0.853819</td>
      <td>-0.195152</td>
      <td>...</td>
      <td>-0.094708</td>
      <td>0.236818</td>
      <td>-0.204280</td>
      <td>1.158185</td>
      <td>0.627801</td>
      <td>-0.399981</td>
      <td>0.510818</td>
      <td>0.233265</td>
      <td>30.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284781</th>
      <td>-1.139015</td>
      <td>-0.155510</td>
      <td>1.894478</td>
      <td>-1.138957</td>
      <td>1.451777</td>
      <td>0.093598</td>
      <td>0.191353</td>
      <td>0.092211</td>
      <td>-0.062621</td>
      <td>-0.792066</td>
      <td>...</td>
      <td>-0.191027</td>
      <td>-0.631658</td>
      <td>-0.147249</td>
      <td>0.212931</td>
      <td>0.354257</td>
      <td>-0.241068</td>
      <td>-0.161717</td>
      <td>-0.149188</td>
      <td>13.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284782</th>
      <td>-0.268061</td>
      <td>2.540315</td>
      <td>-1.400915</td>
      <td>4.846661</td>
      <td>0.639105</td>
      <td>0.186479</td>
      <td>-0.045911</td>
      <td>0.936448</td>
      <td>-2.419986</td>
      <td>0.525012</td>
      <td>...</td>
      <td>-0.263889</td>
      <td>-0.857904</td>
      <td>0.235172</td>
      <td>-0.681794</td>
      <td>-0.668894</td>
      <td>0.044657</td>
      <td>-0.066751</td>
      <td>-0.072447</td>
      <td>12.82</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284783</th>
      <td>-1.796092</td>
      <td>1.929178</td>
      <td>-2.828417</td>
      <td>-1.689844</td>
      <td>2.199572</td>
      <td>3.123732</td>
      <td>-0.270714</td>
      <td>1.657495</td>
      <td>0.465804</td>
      <td>0.832931</td>
      <td>...</td>
      <td>0.271170</td>
      <td>1.145750</td>
      <td>0.084783</td>
      <td>0.721269</td>
      <td>-0.529906</td>
      <td>-0.240117</td>
      <td>0.129126</td>
      <td>-0.080620</td>
      <td>11.46</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284784</th>
      <td>-0.669662</td>
      <td>0.923769</td>
      <td>-1.543167</td>
      <td>-1.560729</td>
      <td>2.833960</td>
      <td>3.240843</td>
      <td>0.181576</td>
      <td>1.282746</td>
      <td>-0.893890</td>
      <td>-1.453432</td>
      <td>...</td>
      <td>0.183856</td>
      <td>0.202670</td>
      <td>-0.373023</td>
      <td>0.651122</td>
      <td>1.073823</td>
      <td>0.844590</td>
      <td>-0.286676</td>
      <td>-0.187719</td>
      <td>40.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284785</th>
      <td>0.032887</td>
      <td>0.545338</td>
      <td>-1.185844</td>
      <td>-1.729828</td>
      <td>2.932315</td>
      <td>3.401529</td>
      <td>0.337434</td>
      <td>0.925377</td>
      <td>-0.165663</td>
      <td>-0.386953</td>
      <td>...</td>
      <td>-0.266113</td>
      <td>-0.716336</td>
      <td>0.108519</td>
      <td>0.688519</td>
      <td>-0.460220</td>
      <td>0.161939</td>
      <td>0.265368</td>
      <td>0.090245</td>
      <td>1.79</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284786</th>
      <td>-2.076175</td>
      <td>2.142238</td>
      <td>-2.522704</td>
      <td>-1.888063</td>
      <td>1.982785</td>
      <td>3.732950</td>
      <td>-1.217430</td>
      <td>-0.536644</td>
      <td>0.272867</td>
      <td>0.300342</td>
      <td>...</td>
      <td>2.016666</td>
      <td>-1.588269</td>
      <td>0.588482</td>
      <td>0.632444</td>
      <td>-0.201064</td>
      <td>0.199251</td>
      <td>0.438657</td>
      <td>0.172923</td>
      <td>8.95</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284787</th>
      <td>-1.029719</td>
      <td>-1.110670</td>
      <td>-0.636179</td>
      <td>-0.840816</td>
      <td>2.424360</td>
      <td>-2.956733</td>
      <td>0.283610</td>
      <td>-0.332656</td>
      <td>-0.247488</td>
      <td>-0.328271</td>
      <td>...</td>
      <td>0.353722</td>
      <td>0.488487</td>
      <td>0.293632</td>
      <td>0.107812</td>
      <td>-0.935586</td>
      <td>1.138216</td>
      <td>0.025271</td>
      <td>0.255347</td>
      <td>9.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284788</th>
      <td>2.007418</td>
      <td>-0.280235</td>
      <td>-0.208113</td>
      <td>0.335261</td>
      <td>-0.715798</td>
      <td>-0.751373</td>
      <td>-0.458972</td>
      <td>-0.140140</td>
      <td>0.959971</td>
      <td>-0.028284</td>
      <td>...</td>
      <td>-0.208260</td>
      <td>-0.430347</td>
      <td>0.416765</td>
      <td>0.064819</td>
      <td>-0.608337</td>
      <td>0.268436</td>
      <td>-0.028069</td>
      <td>-0.041367</td>
      <td>3.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284789</th>
      <td>-0.446951</td>
      <td>1.302212</td>
      <td>-0.168583</td>
      <td>0.981577</td>
      <td>0.578957</td>
      <td>-0.605641</td>
      <td>1.253430</td>
      <td>-1.042610</td>
      <td>-0.417116</td>
      <td>0.076605</td>
      <td>...</td>
      <td>0.851800</td>
      <td>0.305268</td>
      <td>-0.148093</td>
      <td>-0.038712</td>
      <td>0.010209</td>
      <td>-0.362666</td>
      <td>0.503092</td>
      <td>0.229921</td>
      <td>60.50</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284790</th>
      <td>-0.515513</td>
      <td>0.971950</td>
      <td>-1.014580</td>
      <td>-0.677037</td>
      <td>0.912430</td>
      <td>-0.316187</td>
      <td>0.396137</td>
      <td>0.532364</td>
      <td>-0.224606</td>
      <td>-0.753365</td>
      <td>...</td>
      <td>-0.280302</td>
      <td>-0.849919</td>
      <td>0.300245</td>
      <td>0.000607</td>
      <td>-0.376379</td>
      <td>0.128660</td>
      <td>-0.015205</td>
      <td>-0.021486</td>
      <td>9.81</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284791</th>
      <td>-0.863506</td>
      <td>0.874701</td>
      <td>0.420358</td>
      <td>-0.530365</td>
      <td>0.356561</td>
      <td>-1.046238</td>
      <td>0.757051</td>
      <td>0.230473</td>
      <td>-0.506856</td>
      <td>-1.032990</td>
      <td>...</td>
      <td>-0.108846</td>
      <td>-0.480820</td>
      <td>-0.074513</td>
      <td>-0.003988</td>
      <td>-0.113149</td>
      <td>0.280378</td>
      <td>-0.077310</td>
      <td>0.023079</td>
      <td>20.32</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284792</th>
      <td>-0.724123</td>
      <td>1.485216</td>
      <td>-1.132218</td>
      <td>-0.607190</td>
      <td>0.709499</td>
      <td>-0.482638</td>
      <td>0.548393</td>
      <td>0.343003</td>
      <td>-0.226323</td>
      <td>-0.348134</td>
      <td>...</td>
      <td>0.414621</td>
      <td>1.307511</td>
      <td>-0.059545</td>
      <td>0.242669</td>
      <td>-0.665424</td>
      <td>-0.269869</td>
      <td>-0.170579</td>
      <td>-0.030692</td>
      <td>3.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284793</th>
      <td>1.971002</td>
      <td>-0.699067</td>
      <td>-1.697541</td>
      <td>-0.617643</td>
      <td>1.718797</td>
      <td>3.911336</td>
      <td>-1.259306</td>
      <td>1.056209</td>
      <td>1.315006</td>
      <td>-0.146827</td>
      <td>...</td>
      <td>0.188758</td>
      <td>0.694418</td>
      <td>0.163002</td>
      <td>0.726365</td>
      <td>-0.058282</td>
      <td>-0.191813</td>
      <td>0.061858</td>
      <td>-0.043716</td>
      <td>4.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284794</th>
      <td>-1.266580</td>
      <td>-0.400461</td>
      <td>0.956221</td>
      <td>-0.723919</td>
      <td>1.531993</td>
      <td>-1.788600</td>
      <td>0.314741</td>
      <td>0.004704</td>
      <td>0.013857</td>
      <td>-0.815911</td>
      <td>...</td>
      <td>-0.157831</td>
      <td>-0.883365</td>
      <td>0.088485</td>
      <td>-0.076790</td>
      <td>-0.095833</td>
      <td>0.132720</td>
      <td>-0.028468</td>
      <td>0.126494</td>
      <td>0.89</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284795</th>
      <td>-12.516732</td>
      <td>10.187818</td>
      <td>-8.476671</td>
      <td>-2.510473</td>
      <td>-4.586669</td>
      <td>-1.394465</td>
      <td>-3.632516</td>
      <td>5.498583</td>
      <td>4.893089</td>
      <td>8.655320</td>
      <td>...</td>
      <td>-0.944759</td>
      <td>-1.565026</td>
      <td>0.890675</td>
      <td>-1.253276</td>
      <td>1.786717</td>
      <td>0.320763</td>
      <td>2.090712</td>
      <td>1.232864</td>
      <td>9.87</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284796</th>
      <td>1.884849</td>
      <td>-0.143540</td>
      <td>-0.999943</td>
      <td>1.506772</td>
      <td>-0.035300</td>
      <td>-0.613638</td>
      <td>0.190241</td>
      <td>-0.249058</td>
      <td>0.666458</td>
      <td>0.120908</td>
      <td>...</td>
      <td>0.144008</td>
      <td>0.634646</td>
      <td>-0.042114</td>
      <td>-0.053206</td>
      <td>0.316403</td>
      <td>-0.461441</td>
      <td>0.018265</td>
      <td>-0.041068</td>
      <td>60.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284797</th>
      <td>-0.241923</td>
      <td>0.712247</td>
      <td>0.399806</td>
      <td>-0.463406</td>
      <td>0.244531</td>
      <td>-1.343668</td>
      <td>0.929369</td>
      <td>-0.206210</td>
      <td>0.106234</td>
      <td>-0.284708</td>
      <td>...</td>
      <td>-0.228876</td>
      <td>-0.514376</td>
      <td>0.279598</td>
      <td>0.371441</td>
      <td>-0.559238</td>
      <td>0.113144</td>
      <td>0.131507</td>
      <td>0.081265</td>
      <td>5.49</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284798</th>
      <td>0.219529</td>
      <td>0.881246</td>
      <td>-0.635891</td>
      <td>0.960928</td>
      <td>-0.152971</td>
      <td>-1.014307</td>
      <td>0.427126</td>
      <td>0.121340</td>
      <td>-0.285670</td>
      <td>-0.111640</td>
      <td>...</td>
      <td>0.099936</td>
      <td>0.337120</td>
      <td>0.251791</td>
      <td>0.057688</td>
      <td>-1.508368</td>
      <td>0.144023</td>
      <td>0.181205</td>
      <td>0.215243</td>
      <td>24.05</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284799</th>
      <td>-1.775135</td>
      <td>-0.004235</td>
      <td>1.189786</td>
      <td>0.331096</td>
      <td>1.196063</td>
      <td>5.519980</td>
      <td>-1.518185</td>
      <td>2.080825</td>
      <td>1.159498</td>
      <td>-0.594242</td>
      <td>...</td>
      <td>0.103302</td>
      <td>0.654850</td>
      <td>-0.348929</td>
      <td>0.745323</td>
      <td>0.704545</td>
      <td>-0.127579</td>
      <td>0.454379</td>
      <td>0.130308</td>
      <td>79.99</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284800</th>
      <td>2.039560</td>
      <td>-0.175233</td>
      <td>-1.196825</td>
      <td>0.234580</td>
      <td>-0.008713</td>
      <td>-0.726571</td>
      <td>0.017050</td>
      <td>-0.118228</td>
      <td>0.435402</td>
      <td>0.267772</td>
      <td>...</td>
      <td>-0.268048</td>
      <td>-0.717211</td>
      <td>0.297930</td>
      <td>-0.359769</td>
      <td>-0.315610</td>
      <td>0.201114</td>
      <td>-0.080826</td>
      <td>-0.075071</td>
      <td>2.68</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284801</th>
      <td>0.120316</td>
      <td>0.931005</td>
      <td>-0.546012</td>
      <td>-0.745097</td>
      <td>1.130314</td>
      <td>-0.235973</td>
      <td>0.812722</td>
      <td>0.115093</td>
      <td>-0.204064</td>
      <td>-0.657422</td>
      <td>...</td>
      <td>-0.314205</td>
      <td>-0.808520</td>
      <td>0.050343</td>
      <td>0.102800</td>
      <td>-0.435870</td>
      <td>0.124079</td>
      <td>0.217940</td>
      <td>0.068803</td>
      <td>2.69</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284802</th>
      <td>-11.881118</td>
      <td>10.071785</td>
      <td>-9.834783</td>
      <td>-2.066656</td>
      <td>-5.364473</td>
      <td>-2.606837</td>
      <td>-4.918215</td>
      <td>7.305334</td>
      <td>1.914428</td>
      <td>4.356170</td>
      <td>...</td>
      <td>0.213454</td>
      <td>0.111864</td>
      <td>1.014480</td>
      <td>-0.509348</td>
      <td>1.436807</td>
      <td>0.250034</td>
      <td>0.943651</td>
      <td>0.823731</td>
      <td>0.77</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284803</th>
      <td>-0.732789</td>
      <td>-0.055080</td>
      <td>2.035030</td>
      <td>-0.738589</td>
      <td>0.868229</td>
      <td>1.058415</td>
      <td>0.024330</td>
      <td>0.294869</td>
      <td>0.584800</td>
      <td>-0.975926</td>
      <td>...</td>
      <td>0.214205</td>
      <td>0.924384</td>
      <td>0.012463</td>
      <td>-1.016226</td>
      <td>-0.606624</td>
      <td>-0.395255</td>
      <td>0.068472</td>
      <td>-0.053527</td>
      <td>24.79</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284804</th>
      <td>1.919565</td>
      <td>-0.301254</td>
      <td>-3.249640</td>
      <td>-0.557828</td>
      <td>2.630515</td>
      <td>3.031260</td>
      <td>-0.296827</td>
      <td>0.708417</td>
      <td>0.432454</td>
      <td>-0.484782</td>
      <td>...</td>
      <td>0.232045</td>
      <td>0.578229</td>
      <td>-0.037501</td>
      <td>0.640134</td>
      <td>0.265745</td>
      <td>-0.087371</td>
      <td>0.004455</td>
      <td>-0.026561</td>
      <td>67.88</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284805</th>
      <td>-0.240440</td>
      <td>0.530483</td>
      <td>0.702510</td>
      <td>0.689799</td>
      <td>-0.377961</td>
      <td>0.623708</td>
      <td>-0.686180</td>
      <td>0.679145</td>
      <td>0.392087</td>
      <td>-0.399126</td>
      <td>...</td>
      <td>0.265245</td>
      <td>0.800049</td>
      <td>-0.163298</td>
      <td>0.123205</td>
      <td>-0.569159</td>
      <td>0.546668</td>
      <td>0.108821</td>
      <td>0.104533</td>
      <td>10.00</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284806</th>
      <td>-0.533413</td>
      <td>-0.189733</td>
      <td>0.703337</td>
      <td>-0.506271</td>
      <td>-0.012546</td>
      <td>-0.649617</td>
      <td>1.577006</td>
      <td>-0.414650</td>
      <td>0.486180</td>
      <td>-0.915427</td>
      <td>...</td>
      <td>0.261057</td>
      <td>0.643078</td>
      <td>0.376777</td>
      <td>0.008797</td>
      <td>-0.473649</td>
      <td>-0.818267</td>
      <td>-0.002415</td>
      <td>0.013649</td>
      <td>217.00</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
<p>284807 rows × 30 columns</p>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[138]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.preprocessing</span> <span class="kn">import</span> <span class="n">MinMaxScaler</span>

<span class="n">data</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;Time&#39;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>

<span class="c1">#data[&#39;Amount&#39;] = MinMaxScaler().fit_transform(data[&#39;Amount&#39;].values.reshape(-1, 1))</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[140]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">data</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,</span><span class="mi">0</span><span class="p">:</span><span class="mi">29</span><span class="p">]</span> <span class="o">=</span> <span class="n">MinMaxScaler</span><span class="p">()</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,</span><span class="mi">0</span><span class="p">:</span><span class="mi">29</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">29</span><span class="p">))</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[141]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">data</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[141]:</div>



<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<style>
    .dataframe thead tr:only-child th {
        text-align: right;
    }

    .dataframe thead th {
        text-align: left;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>V1</th>
      <th>V2</th>
      <th>V3</th>
      <th>V4</th>
      <th>V5</th>
      <th>V6</th>
      <th>V7</th>
      <th>V8</th>
      <th>V9</th>
      <th>V10</th>
      <th>...</th>
      <th>V21</th>
      <th>V22</th>
      <th>V23</th>
      <th>V24</th>
      <th>V25</th>
      <th>V26</th>
      <th>V27</th>
      <th>V28</th>
      <th>Amount</th>
      <th>Class</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>0.935192</td>
      <td>0.766490</td>
      <td>0.881365</td>
      <td>0.313023</td>
      <td>0.763439</td>
      <td>0.267669</td>
      <td>0.266815</td>
      <td>0.786444</td>
      <td>0.475312</td>
      <td>0.510600</td>
      <td>...</td>
      <td>0.561184</td>
      <td>0.522992</td>
      <td>0.663793</td>
      <td>0.391253</td>
      <td>0.585122</td>
      <td>0.394557</td>
      <td>0.418976</td>
      <td>0.312697</td>
      <td>0.005824</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>0.978542</td>
      <td>0.770067</td>
      <td>0.840298</td>
      <td>0.271796</td>
      <td>0.766120</td>
      <td>0.262192</td>
      <td>0.264875</td>
      <td>0.786298</td>
      <td>0.453981</td>
      <td>0.505267</td>
      <td>...</td>
      <td>0.557840</td>
      <td>0.480237</td>
      <td>0.666938</td>
      <td>0.336440</td>
      <td>0.587290</td>
      <td>0.446013</td>
      <td>0.416345</td>
      <td>0.313423</td>
      <td>0.000105</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>0.935217</td>
      <td>0.753118</td>
      <td>0.868141</td>
      <td>0.268766</td>
      <td>0.762329</td>
      <td>0.281122</td>
      <td>0.270177</td>
      <td>0.788042</td>
      <td>0.410603</td>
      <td>0.513018</td>
      <td>...</td>
      <td>0.565477</td>
      <td>0.546030</td>
      <td>0.678939</td>
      <td>0.289354</td>
      <td>0.559515</td>
      <td>0.402727</td>
      <td>0.415489</td>
      <td>0.311911</td>
      <td>0.014739</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>0.941878</td>
      <td>0.765304</td>
      <td>0.868484</td>
      <td>0.213661</td>
      <td>0.765647</td>
      <td>0.275559</td>
      <td>0.266803</td>
      <td>0.789434</td>
      <td>0.414999</td>
      <td>0.507585</td>
      <td>...</td>
      <td>0.559734</td>
      <td>0.510277</td>
      <td>0.662607</td>
      <td>0.223826</td>
      <td>0.614245</td>
      <td>0.389197</td>
      <td>0.417669</td>
      <td>0.314371</td>
      <td>0.004807</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>0.938617</td>
      <td>0.776520</td>
      <td>0.864251</td>
      <td>0.269796</td>
      <td>0.762975</td>
      <td>0.263984</td>
      <td>0.268968</td>
      <td>0.782484</td>
      <td>0.490950</td>
      <td>0.524303</td>
      <td>...</td>
      <td>0.561327</td>
      <td>0.547271</td>
      <td>0.663392</td>
      <td>0.401270</td>
      <td>0.566343</td>
      <td>0.507497</td>
      <td>0.420561</td>
      <td>0.317490</td>
      <td>0.002724</td>
      <td>0</td>
    </tr>
    <tr>
      <th>5</th>
      <td>0.951057</td>
      <td>0.777393</td>
      <td>0.857187</td>
      <td>0.244472</td>
      <td>0.768550</td>
      <td>0.262721</td>
      <td>0.268257</td>
      <td>0.788178</td>
      <td>0.443190</td>
      <td>0.501038</td>
      <td>...</td>
      <td>0.558122</td>
      <td>0.483915</td>
      <td>0.665042</td>
      <td>0.332185</td>
      <td>0.564839</td>
      <td>0.442749</td>
      <td>0.421196</td>
      <td>0.314769</td>
      <td>0.000143</td>
      <td>0</td>
    </tr>
    <tr>
      <th>6</th>
      <td>0.979184</td>
      <td>0.768746</td>
      <td>0.838200</td>
      <td>0.305241</td>
      <td>0.767008</td>
      <td>0.265762</td>
      <td>0.265324</td>
      <td>0.786257</td>
      <td>0.478797</td>
      <td>0.506668</td>
      <td>...</td>
      <td>0.558776</td>
      <td>0.497402</td>
      <td>0.663145</td>
      <td>0.277122</td>
      <td>0.620014</td>
      <td>0.383429</td>
      <td>0.417148</td>
      <td>0.313229</td>
      <td>0.000194</td>
      <td>0</td>
    </tr>
    <tr>
      <th>7</th>
      <td>0.947348</td>
      <td>0.782220</td>
      <td>0.856031</td>
      <td>0.230111</td>
      <td>0.772104</td>
      <td>0.267324</td>
      <td>0.272183</td>
      <td>0.744539</td>
      <td>0.483978</td>
      <td>0.534571</td>
      <td>...</td>
      <td>0.592809</td>
      <td>0.462660</td>
      <td>0.666288</td>
      <td>0.294686</td>
      <td>0.554597</td>
      <td>0.417014</td>
      <td>0.394234</td>
      <td>0.291099</td>
      <td>0.001588</td>
      <td>0</td>
    </tr>
    <tr>
      <th>8</th>
      <td>0.943101</td>
      <td>0.770278</td>
      <td>0.835452</td>
      <td>0.239894</td>
      <td>0.783688</td>
      <td>0.300439</td>
      <td>0.267610</td>
      <td>0.794515</td>
      <td>0.449275</td>
      <td>0.500230</td>
      <td>...</td>
      <td>0.560296</td>
      <td>0.497525</td>
      <td>0.662401</td>
      <td>0.518546</td>
      <td>0.598855</td>
      <td>0.362697</td>
      <td>0.416728</td>
      <td>0.316014</td>
      <td>0.003628</td>
      <td>0</td>
    </tr>
    <tr>
      <th>9</th>
      <td>0.952547</td>
      <td>0.779072</td>
      <td>0.855511</td>
      <td>0.242081</td>
      <td>0.769078</td>
      <td>0.260539</td>
      <td>0.269325</td>
      <td>0.786131</td>
      <td>0.437401</td>
      <td>0.501132</td>
      <td>...</td>
      <td>0.557499</td>
      <td>0.480466</td>
      <td>0.663640</td>
      <td>0.330349</td>
      <td>0.573992</td>
      <td>0.440836</td>
      <td>0.421056</td>
      <td>0.314810</td>
      <td>0.000143</td>
      <td>0</td>
    </tr>
    <tr>
      <th>10</th>
      <td>0.982911</td>
      <td>0.754846</td>
      <td>0.853250</td>
      <td>0.190948</td>
      <td>0.752445</td>
      <td>0.256694</td>
      <td>0.256685</td>
      <td>0.785905</td>
      <td>0.403515</td>
      <td>0.542377</td>
      <td>...</td>
      <td>0.561330</td>
      <td>0.524674</td>
      <td>0.665846</td>
      <td>0.449678</td>
      <td>0.592016</td>
      <td>0.404298</td>
      <td>0.417302</td>
      <td>0.313454</td>
      <td>0.000304</td>
      <td>0</td>
    </tr>
    <tr>
      <th>11</th>
      <td>0.964834</td>
      <td>0.773759</td>
      <td>0.822263</td>
      <td>0.247762</td>
      <td>0.785405</td>
      <td>0.296369</td>
      <td>0.268222</td>
      <td>0.791159</td>
      <td>0.443527</td>
      <td>0.515131</td>
      <td>...</td>
      <td>0.562284</td>
      <td>0.521153</td>
      <td>0.665569</td>
      <td>0.516540</td>
      <td>0.534835</td>
      <td>0.345047</td>
      <td>0.417295</td>
      <td>0.312021</td>
      <td>0.000389</td>
      <td>0</td>
    </tr>
    <tr>
      <th>12</th>
      <td>0.979530</td>
      <td>0.754368</td>
      <td>0.844067</td>
      <td>0.197188</td>
      <td>0.755717</td>
      <td>0.255447</td>
      <td>0.261156</td>
      <td>0.782945</td>
      <td>0.390645</td>
      <td>0.536109</td>
      <td>...</td>
      <td>0.557743</td>
      <td>0.487486</td>
      <td>0.666691</td>
      <td>0.435168</td>
      <td>0.586951</td>
      <td>0.367461</td>
      <td>0.416999</td>
      <td>0.313985</td>
      <td>0.004729</td>
      <td>0</td>
    </tr>
    <tr>
      <th>13</th>
      <td>0.976461</td>
      <td>0.770294</td>
      <td>0.851772</td>
      <td>0.372174</td>
      <td>0.764515</td>
      <td>0.266413</td>
      <td>0.264766</td>
      <td>0.786630</td>
      <td>0.455164</td>
      <td>0.518244</td>
      <td>...</td>
      <td>0.560885</td>
      <td>0.513502</td>
      <td>0.664373</td>
      <td>0.396348</td>
      <td>0.608682</td>
      <td>0.442452</td>
      <td>0.416908</td>
      <td>0.313556</td>
      <td>0.001070</td>
      <td>0</td>
    </tr>
    <tr>
      <th>14</th>
      <td>0.910864</td>
      <td>0.763800</td>
      <td>0.865863</td>
      <td>0.330281</td>
      <td>0.764797</td>
      <td>0.271139</td>
      <td>0.262779</td>
      <td>0.764928</td>
      <td>0.488813</td>
      <td>0.532538</td>
      <td>...</td>
      <td>0.580045</td>
      <td>0.520396</td>
      <td>0.680590</td>
      <td>0.386050</td>
      <td>0.564842</td>
      <td>0.386971</td>
      <td>0.413470</td>
      <td>0.312512</td>
      <td>0.002289</td>
      <td>0</td>
    </tr>
    <tr>
      <th>15</th>
      <td>0.945511</td>
      <td>0.770904</td>
      <td>0.873064</td>
      <td>0.186826</td>
      <td>0.757918</td>
      <td>0.262237</td>
      <td>0.261648</td>
      <td>0.785424</td>
      <td>0.447755</td>
      <td>0.524192</td>
      <td>...</td>
      <td>0.569534</td>
      <td>0.573179</td>
      <td>0.661623</td>
      <td>0.373464</td>
      <td>0.575710</td>
      <td>0.411223</td>
      <td>0.413170</td>
      <td>0.315750</td>
      <td>0.000622</td>
      <td>0</td>
    </tr>
    <tr>
      <th>16</th>
      <td>0.977036</td>
      <td>0.766833</td>
      <td>0.859375</td>
      <td>0.309075</td>
      <td>0.760762</td>
      <td>0.265916</td>
      <td>0.261785</td>
      <td>0.787417</td>
      <td>0.489730</td>
      <td>0.503178</td>
      <td>...</td>
      <td>0.561083</td>
      <td>0.519174</td>
      <td>0.665639</td>
      <td>0.396216</td>
      <td>0.598355</td>
      <td>0.363007</td>
      <td>0.418224</td>
      <td>0.313876</td>
      <td>0.000506</td>
      <td>0</td>
    </tr>
    <tr>
      <th>17</th>
      <td>0.950871</td>
      <td>0.776955</td>
      <td>0.853435</td>
      <td>0.219693</td>
      <td>0.771881</td>
      <td>0.261734</td>
      <td>0.269667</td>
      <td>0.786329</td>
      <td>0.439862</td>
      <td>0.493453</td>
      <td>...</td>
      <td>0.558339</td>
      <td>0.478652</td>
      <td>0.663104</td>
      <td>0.262525</td>
      <td>0.558686</td>
      <td>0.417440</td>
      <td>0.417982</td>
      <td>0.315783</td>
      <td>0.000035</td>
      <td>0</td>
    </tr>
    <tr>
      <th>18</th>
      <td>0.866533</td>
      <td>0.709751</td>
      <td>0.857971</td>
      <td>0.328896</td>
      <td>0.786243</td>
      <td>0.245290</td>
      <td>0.255853</td>
      <td>0.787111</td>
      <td>0.505258</td>
      <td>0.515863</td>
      <td>...</td>
      <td>0.553361</td>
      <td>0.555956</td>
      <td>0.701946</td>
      <td>0.387910</td>
      <td>0.550871</td>
      <td>0.323965</td>
      <td>0.423747</td>
      <td>0.332394</td>
      <td>0.001822</td>
      <td>0</td>
    </tr>
    <tr>
      <th>19</th>
      <td>0.983657</td>
      <td>0.756397</td>
      <td>0.845295</td>
      <td>0.188184</td>
      <td>0.755245</td>
      <td>0.255771</td>
      <td>0.258772</td>
      <td>0.784816</td>
      <td>0.394618</td>
      <td>0.542613</td>
      <td>...</td>
      <td>0.558616</td>
      <td>0.501864</td>
      <td>0.666028</td>
      <td>0.422095</td>
      <td>0.596595</td>
      <td>0.389449</td>
      <td>0.416923</td>
      <td>0.313278</td>
      <td>0.000195</td>
      <td>0</td>
    </tr>
    <tr>
      <th>20</th>
      <td>0.970099</td>
      <td>0.752889</td>
      <td>0.855249</td>
      <td>0.288908</td>
      <td>0.757697</td>
      <td>0.276182</td>
      <td>0.260003</td>
      <td>0.790162</td>
      <td>0.447409</td>
      <td>0.520484</td>
      <td>...</td>
      <td>0.556715</td>
      <td>0.483349</td>
      <td>0.664678</td>
      <td>0.341241</td>
      <td>0.581948</td>
      <td>0.356477</td>
      <td>0.418109</td>
      <td>0.314412</td>
      <td>0.009019</td>
      <td>0</td>
    </tr>
    <tr>
      <th>21</th>
      <td>0.974645</td>
      <td>0.770724</td>
      <td>0.834442</td>
      <td>0.345429</td>
      <td>0.773320</td>
      <td>0.280072</td>
      <td>0.266012</td>
      <td>0.790980</td>
      <td>0.421741</td>
      <td>0.523709</td>
      <td>...</td>
      <td>0.563801</td>
      <td>0.528807</td>
      <td>0.664713</td>
      <td>0.197376</td>
      <td>0.599844</td>
      <td>0.458112</td>
      <td>0.416813</td>
      <td>0.312827</td>
      <td>0.001327</td>
      <td>0</td>
    </tr>
    <tr>
      <th>22</th>
      <td>0.978113</td>
      <td>0.772556</td>
      <td>0.836247</td>
      <td>0.352184</td>
      <td>0.768603</td>
      <td>0.263919</td>
      <td>0.266825</td>
      <td>0.786867</td>
      <td>0.428705</td>
      <td>0.527801</td>
      <td>...</td>
      <td>0.561781</td>
      <td>0.507140</td>
      <td>0.663891</td>
      <td>0.332321</td>
      <td>0.611766</td>
      <td>0.443181</td>
      <td>0.415763</td>
      <td>0.312892</td>
      <td>0.000089</td>
      <td>0</td>
    </tr>
    <tr>
      <th>23</th>
      <td>0.962498</td>
      <td>0.770188</td>
      <td>0.857956</td>
      <td>0.247825</td>
      <td>0.756868</td>
      <td>0.261510</td>
      <td>0.259590</td>
      <td>0.768030</td>
      <td>0.515970</td>
      <td>0.491552</td>
      <td>...</td>
      <td>0.588081</td>
      <td>0.519382</td>
      <td>0.662681</td>
      <td>0.439243</td>
      <td>0.623968</td>
      <td>0.388265</td>
      <td>0.422724</td>
      <td>0.318207</td>
      <td>0.000886</td>
      <td>0</td>
    </tr>
    <tr>
      <th>24</th>
      <td>0.925225</td>
      <td>0.766785</td>
      <td>0.830386</td>
      <td>0.207022</td>
      <td>0.785522</td>
      <td>0.292730</td>
      <td>0.264971</td>
      <td>0.794563</td>
      <td>0.464501</td>
      <td>0.520593</td>
      <td>...</td>
      <td>0.552137</td>
      <td>0.472747</td>
      <td>0.678358</td>
      <td>0.514750</td>
      <td>0.595936</td>
      <td>0.449893</td>
      <td>0.429570</td>
      <td>0.313420</td>
      <td>0.000035</td>
      <td>0</td>
    </tr>
    <tr>
      <th>25</th>
      <td>0.923054</td>
      <td>0.765977</td>
      <td>0.860322</td>
      <td>0.270105</td>
      <td>0.767704</td>
      <td>0.253372</td>
      <td>0.268670</td>
      <td>0.784263</td>
      <td>0.479166</td>
      <td>0.511814</td>
      <td>...</td>
      <td>0.554973</td>
      <td>0.499423</td>
      <td>0.676459</td>
      <td>0.435937</td>
      <td>0.591895</td>
      <td>0.470272</td>
      <td>0.423155</td>
      <td>0.318060</td>
      <td>0.001029</td>
      <td>0</td>
    </tr>
    <tr>
      <th>26</th>
      <td>0.978226</td>
      <td>0.770988</td>
      <td>0.842333</td>
      <td>0.302180</td>
      <td>0.764555</td>
      <td>0.253810</td>
      <td>0.267604</td>
      <td>0.781875</td>
      <td>0.454283</td>
      <td>0.507767</td>
      <td>...</td>
      <td>0.562560</td>
      <td>0.520658</td>
      <td>0.663199</td>
      <td>0.440856</td>
      <td>0.618593</td>
      <td>0.370387</td>
      <td>0.416813</td>
      <td>0.313733</td>
      <td>0.001630</td>
      <td>0</td>
    </tr>
    <tr>
      <th>27</th>
      <td>0.980765</td>
      <td>0.765422</td>
      <td>0.844944</td>
      <td>0.277465</td>
      <td>0.760083</td>
      <td>0.254664</td>
      <td>0.263742</td>
      <td>0.783015</td>
      <td>0.425871</td>
      <td>0.526692</td>
      <td>...</td>
      <td>0.556895</td>
      <td>0.494946</td>
      <td>0.664874</td>
      <td>0.429013</td>
      <td>0.609321</td>
      <td>0.379685</td>
      <td>0.417292</td>
      <td>0.313709</td>
      <td>0.000623</td>
      <td>0</td>
    </tr>
    <tr>
      <th>28</th>
      <td>0.951256</td>
      <td>0.776812</td>
      <td>0.867348</td>
      <td>0.317248</td>
      <td>0.765766</td>
      <td>0.261006</td>
      <td>0.269865</td>
      <td>0.785072</td>
      <td>0.442339</td>
      <td>0.501559</td>
      <td>...</td>
      <td>0.562725</td>
      <td>0.531365</td>
      <td>0.664862</td>
      <td>0.468814</td>
      <td>0.567584</td>
      <td>0.380125</td>
      <td>0.419883</td>
      <td>0.316222</td>
      <td>0.001284</td>
      <td>0</td>
    </tr>
    <tr>
      <th>29</th>
      <td>0.976291</td>
      <td>0.765408</td>
      <td>0.859354</td>
      <td>0.304509</td>
      <td>0.760425</td>
      <td>0.268835</td>
      <td>0.260682</td>
      <td>0.789687</td>
      <td>0.486876</td>
      <td>0.507383</td>
      <td>...</td>
      <td>0.561700</td>
      <td>0.520002</td>
      <td>0.665648</td>
      <td>0.382632</td>
      <td>0.594445</td>
      <td>0.360914</td>
      <td>0.418015</td>
      <td>0.313615</td>
      <td>0.000506</td>
      <td>0</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>284777</th>
      <td>0.993616</td>
      <td>0.766955</td>
      <td>0.814135</td>
      <td>0.267800</td>
      <td>0.765408</td>
      <td>0.249492</td>
      <td>0.266741</td>
      <td>0.781327</td>
      <td>0.485719</td>
      <td>0.509309</td>
      <td>...</td>
      <td>0.565280</td>
      <td>0.548739</td>
      <td>0.665403</td>
      <td>0.382415</td>
      <td>0.592624</td>
      <td>0.408243</td>
      <td>0.416098</td>
      <td>0.311901</td>
      <td>0.000039</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284778</th>
      <td>0.945305</td>
      <td>0.773467</td>
      <td>0.821686</td>
      <td>0.233363</td>
      <td>0.771785</td>
      <td>0.255371</td>
      <td>0.269977</td>
      <td>0.789834</td>
      <td>0.437603</td>
      <td>0.482962</td>
      <td>...</td>
      <td>0.561536</td>
      <td>0.489884</td>
      <td>0.667539</td>
      <td>0.461348</td>
      <td>0.566624</td>
      <td>0.469117</td>
      <td>0.413688</td>
      <td>0.311799</td>
      <td>0.003114</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284779</th>
      <td>0.991850</td>
      <td>0.760756</td>
      <td>0.791869</td>
      <td>0.233922</td>
      <td>0.781387</td>
      <td>0.299865</td>
      <td>0.262107</td>
      <td>0.794428</td>
      <td>0.501665</td>
      <td>0.504155</td>
      <td>...</td>
      <td>0.562867</td>
      <td>0.535391</td>
      <td>0.664956</td>
      <td>0.485773</td>
      <td>0.604720</td>
      <td>0.420249</td>
      <td>0.416772</td>
      <td>0.311774</td>
      <td>0.000973</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284780</th>
      <td>0.928946</td>
      <td>0.778953</td>
      <td>0.875875</td>
      <td>0.302846</td>
      <td>0.759764</td>
      <td>0.270993</td>
      <td>0.262143</td>
      <td>0.794680</td>
      <td>0.492192</td>
      <td>0.504684</td>
      <td>...</td>
      <td>0.559953</td>
      <td>0.521079</td>
      <td>0.662400</td>
      <td>0.538299</td>
      <td>0.613147</td>
      <td>0.360112</td>
      <td>0.425939</td>
      <td>0.317858</td>
      <td>0.001168</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284781</th>
      <td>0.938943</td>
      <td>0.765618</td>
      <td>0.870242</td>
      <td>0.201441</td>
      <td>0.775490</td>
      <td>0.263961</td>
      <td>0.266521</td>
      <td>0.786375</td>
      <td>0.460623</td>
      <td>0.492334</td>
      <td>...</td>
      <td>0.558400</td>
      <td>0.480564</td>
      <td>0.663247</td>
      <td>0.410926</td>
      <td>0.597792</td>
      <td>0.386070</td>
      <td>0.413526</td>
      <td>0.310096</td>
      <td>0.000506</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284782</th>
      <td>0.953740</td>
      <td>0.794062</td>
      <td>0.813138</td>
      <td>0.466779</td>
      <td>0.770019</td>
      <td>0.264895</td>
      <td>0.265076</td>
      <td>0.795431</td>
      <td>0.379416</td>
      <td>0.519584</td>
      <td>...</td>
      <td>0.557226</td>
      <td>0.470010</td>
      <td>0.668926</td>
      <td>0.290363</td>
      <td>0.540360</td>
      <td>0.432743</td>
      <td>0.415279</td>
      <td>0.311654</td>
      <td>0.000499</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284783</th>
      <td>0.927780</td>
      <td>0.787614</td>
      <td>0.788401</td>
      <td>0.177021</td>
      <td>0.780524</td>
      <td>0.294426</td>
      <td>0.263706</td>
      <td>0.803165</td>
      <td>0.478826</td>
      <td>0.525955</td>
      <td>...</td>
      <td>0.565851</td>
      <td>0.563480</td>
      <td>0.666693</td>
      <td>0.479425</td>
      <td>0.548162</td>
      <td>0.386226</td>
      <td>0.418894</td>
      <td>0.311488</td>
      <td>0.000446</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284784</th>
      <td>0.946917</td>
      <td>0.777005</td>
      <td>0.810673</td>
      <td>0.182744</td>
      <td>0.784794</td>
      <td>0.295603</td>
      <td>0.266462</td>
      <td>0.799145</td>
      <td>0.431987</td>
      <td>0.478651</td>
      <td>...</td>
      <td>0.564443</td>
      <td>0.519486</td>
      <td>0.659894</td>
      <td>0.469972</td>
      <td>0.638183</td>
      <td>0.563411</td>
      <td>0.411220</td>
      <td>0.309314</td>
      <td>0.001557</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284785</th>
      <td>0.958852</td>
      <td>0.773012</td>
      <td>0.816865</td>
      <td>0.175248</td>
      <td>0.785457</td>
      <td>0.297219</td>
      <td>0.267411</td>
      <td>0.795312</td>
      <td>0.457073</td>
      <td>0.500716</td>
      <td>...</td>
      <td>0.557190</td>
      <td>0.476614</td>
      <td>0.667045</td>
      <td>0.475012</td>
      <td>0.552073</td>
      <td>0.451901</td>
      <td>0.421409</td>
      <td>0.314955</td>
      <td>0.000070</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284786</th>
      <td>0.923022</td>
      <td>0.789862</td>
      <td>0.793699</td>
      <td>0.168234</td>
      <td>0.779064</td>
      <td>0.300551</td>
      <td>0.257939</td>
      <td>0.779629</td>
      <td>0.472180</td>
      <td>0.514936</td>
      <td>...</td>
      <td>0.593989</td>
      <td>0.435938</td>
      <td>0.674173</td>
      <td>0.467456</td>
      <td>0.566620</td>
      <td>0.457996</td>
      <td>0.424608</td>
      <td>0.316633</td>
      <td>0.000348</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284787</th>
      <td>0.940800</td>
      <td>0.755539</td>
      <td>0.826390</td>
      <td>0.214658</td>
      <td>0.782037</td>
      <td>0.233293</td>
      <td>0.267083</td>
      <td>0.781817</td>
      <td>0.454254</td>
      <td>0.501930</td>
      <td>...</td>
      <td>0.567182</td>
      <td>0.532819</td>
      <td>0.669794</td>
      <td>0.396762</td>
      <td>0.525390</td>
      <td>0.611374</td>
      <td>0.416977</td>
      <td>0.318306</td>
      <td>0.000389</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284788</th>
      <td>0.992397</td>
      <td>0.764301</td>
      <td>0.833807</td>
      <td>0.266792</td>
      <td>0.760898</td>
      <td>0.255465</td>
      <td>0.262559</td>
      <td>0.783882</td>
      <td>0.495849</td>
      <td>0.508137</td>
      <td>...</td>
      <td>0.558122</td>
      <td>0.489955</td>
      <td>0.671623</td>
      <td>0.390969</td>
      <td>0.543759</td>
      <td>0.469297</td>
      <td>0.415993</td>
      <td>0.312284</td>
      <td>0.000155</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284789</th>
      <td>0.950701</td>
      <td>0.780999</td>
      <td>0.834492</td>
      <td>0.295443</td>
      <td>0.769614</td>
      <td>0.256931</td>
      <td>0.272992</td>
      <td>0.774202</td>
      <td>0.448411</td>
      <td>0.510307</td>
      <td>...</td>
      <td>0.575211</td>
      <td>0.524272</td>
      <td>0.663234</td>
      <td>0.377018</td>
      <td>0.578480</td>
      <td>0.366207</td>
      <td>0.425797</td>
      <td>0.317790</td>
      <td>0.002355</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284790</th>
      <td>0.949536</td>
      <td>0.777514</td>
      <td>0.819832</td>
      <td>0.221918</td>
      <td>0.771859</td>
      <td>0.259841</td>
      <td>0.267769</td>
      <td>0.791096</td>
      <td>0.455043</td>
      <td>0.493135</td>
      <td>...</td>
      <td>0.556961</td>
      <td>0.470382</td>
      <td>0.669893</td>
      <td>0.382316</td>
      <td>0.556779</td>
      <td>0.446465</td>
      <td>0.416230</td>
      <td>0.312688</td>
      <td>0.000382</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284791</th>
      <td>0.943624</td>
      <td>0.776488</td>
      <td>0.844698</td>
      <td>0.228420</td>
      <td>0.768117</td>
      <td>0.252501</td>
      <td>0.269968</td>
      <td>0.787858</td>
      <td>0.445320</td>
      <td>0.487350</td>
      <td>...</td>
      <td>0.559725</td>
      <td>0.487601</td>
      <td>0.664327</td>
      <td>0.381697</td>
      <td>0.571555</td>
      <td>0.471248</td>
      <td>0.415084</td>
      <td>0.313592</td>
      <td>0.000791</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284792</th>
      <td>0.945992</td>
      <td>0.782930</td>
      <td>0.817794</td>
      <td>0.225014</td>
      <td>0.770493</td>
      <td>0.258167</td>
      <td>0.268696</td>
      <td>0.789065</td>
      <td>0.454983</td>
      <td>0.501519</td>
      <td>...</td>
      <td>0.568163</td>
      <td>0.571026</td>
      <td>0.664549</td>
      <td>0.414934</td>
      <td>0.540555</td>
      <td>0.381366</td>
      <td>0.413362</td>
      <td>0.312501</td>
      <td>0.000155</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284793</th>
      <td>0.991779</td>
      <td>0.759882</td>
      <td>0.807998</td>
      <td>0.224551</td>
      <td>0.777287</td>
      <td>0.302345</td>
      <td>0.257684</td>
      <td>0.796715</td>
      <td>0.508080</td>
      <td>0.505684</td>
      <td>...</td>
      <td>0.564522</td>
      <td>0.542426</td>
      <td>0.667854</td>
      <td>0.480111</td>
      <td>0.574635</td>
      <td>0.394116</td>
      <td>0.417653</td>
      <td>0.312237</td>
      <td>0.000194</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284794</th>
      <td>0.936776</td>
      <td>0.763033</td>
      <td>0.853984</td>
      <td>0.219839</td>
      <td>0.776030</td>
      <td>0.245037</td>
      <td>0.267273</td>
      <td>0.785436</td>
      <td>0.463257</td>
      <td>0.491841</td>
      <td>...</td>
      <td>0.558935</td>
      <td>0.468822</td>
      <td>0.666748</td>
      <td>0.371887</td>
      <td>0.572527</td>
      <td>0.447128</td>
      <td>0.415985</td>
      <td>0.315691</td>
      <td>0.000035</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284795</th>
      <td>0.745650</td>
      <td>0.874755</td>
      <td>0.690525</td>
      <td>0.140643</td>
      <td>0.734839</td>
      <td>0.249000</td>
      <td>0.243226</td>
      <td>0.844368</td>
      <td>0.631338</td>
      <td>0.687797</td>
      <td>...</td>
      <td>0.546250</td>
      <td>0.437023</td>
      <td>0.678661</td>
      <td>0.213356</td>
      <td>0.678199</td>
      <td>0.477844</td>
      <td>0.455101</td>
      <td>0.338142</td>
      <td>0.000384</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284796</th>
      <td>0.990315</td>
      <td>0.765744</td>
      <td>0.820086</td>
      <td>0.318724</td>
      <td>0.765479</td>
      <td>0.256850</td>
      <td>0.266514</td>
      <td>0.782714</td>
      <td>0.485738</td>
      <td>0.511224</td>
      <td>...</td>
      <td>0.563801</td>
      <td>0.539637</td>
      <td>0.664808</td>
      <td>0.375065</td>
      <td>0.595667</td>
      <td>0.350073</td>
      <td>0.416848</td>
      <td>0.312290</td>
      <td>0.002335</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284797</th>
      <td>0.954184</td>
      <td>0.774774</td>
      <td>0.844342</td>
      <td>0.231388</td>
      <td>0.767362</td>
      <td>0.249510</td>
      <td>0.271017</td>
      <td>0.783173</td>
      <td>0.466439</td>
      <td>0.502831</td>
      <td>...</td>
      <td>0.557790</td>
      <td>0.486035</td>
      <td>0.669586</td>
      <td>0.432286</td>
      <td>0.546515</td>
      <td>0.443930</td>
      <td>0.418938</td>
      <td>0.314773</td>
      <td>0.000214</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284798</th>
      <td>0.962023</td>
      <td>0.776557</td>
      <td>0.826395</td>
      <td>0.294527</td>
      <td>0.764687</td>
      <td>0.252822</td>
      <td>0.267958</td>
      <td>0.786687</td>
      <td>0.452939</td>
      <td>0.506412</td>
      <td>...</td>
      <td>0.563091</td>
      <td>0.525758</td>
      <td>0.669173</td>
      <td>0.390008</td>
      <td>0.493238</td>
      <td>0.448974</td>
      <td>0.419856</td>
      <td>0.317492</td>
      <td>0.000936</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284799</th>
      <td>0.928136</td>
      <td>0.767214</td>
      <td>0.858031</td>
      <td>0.266607</td>
      <td>0.773768</td>
      <td>0.318518</td>
      <td>0.256107</td>
      <td>0.807706</td>
      <td>0.502723</td>
      <td>0.496427</td>
      <td>...</td>
      <td>0.563145</td>
      <td>0.540580</td>
      <td>0.660252</td>
      <td>0.482666</td>
      <td>0.617454</td>
      <td>0.404609</td>
      <td>0.424898</td>
      <td>0.315768</td>
      <td>0.003114</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284800</th>
      <td>0.992943</td>
      <td>0.765409</td>
      <td>0.816674</td>
      <td>0.262329</td>
      <td>0.765658</td>
      <td>0.255715</td>
      <td>0.265459</td>
      <td>0.784117</td>
      <td>0.477779</td>
      <td>0.514262</td>
      <td>...</td>
      <td>0.557158</td>
      <td>0.476573</td>
      <td>0.669858</td>
      <td>0.333755</td>
      <td>0.560191</td>
      <td>0.458300</td>
      <td>0.415019</td>
      <td>0.311600</td>
      <td>0.000104</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284801</th>
      <td>0.960338</td>
      <td>0.777082</td>
      <td>0.827952</td>
      <td>0.218901</td>
      <td>0.773326</td>
      <td>0.260647</td>
      <td>0.270307</td>
      <td>0.786620</td>
      <td>0.455750</td>
      <td>0.495120</td>
      <td>...</td>
      <td>0.556414</td>
      <td>0.472314</td>
      <td>0.666181</td>
      <td>0.396086</td>
      <td>0.553440</td>
      <td>0.445716</td>
      <td>0.420534</td>
      <td>0.314520</td>
      <td>0.000105</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284802</th>
      <td>0.756448</td>
      <td>0.873531</td>
      <td>0.666991</td>
      <td>0.160317</td>
      <td>0.729603</td>
      <td>0.236810</td>
      <td>0.235393</td>
      <td>0.863749</td>
      <td>0.528729</td>
      <td>0.598850</td>
      <td>...</td>
      <td>0.564920</td>
      <td>0.515249</td>
      <td>0.680500</td>
      <td>0.313600</td>
      <td>0.658558</td>
      <td>0.466291</td>
      <td>0.433929</td>
      <td>0.329840</td>
      <td>0.000030</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284803</th>
      <td>0.945845</td>
      <td>0.766677</td>
      <td>0.872678</td>
      <td>0.219189</td>
      <td>0.771561</td>
      <td>0.273661</td>
      <td>0.265504</td>
      <td>0.788548</td>
      <td>0.482925</td>
      <td>0.488530</td>
      <td>...</td>
      <td>0.564933</td>
      <td>0.553153</td>
      <td>0.665619</td>
      <td>0.245298</td>
      <td>0.543855</td>
      <td>0.360884</td>
      <td>0.417775</td>
      <td>0.312038</td>
      <td>0.000965</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284804</th>
      <td>0.990905</td>
      <td>0.764080</td>
      <td>0.781102</td>
      <td>0.227202</td>
      <td>0.783425</td>
      <td>0.293496</td>
      <td>0.263547</td>
      <td>0.792985</td>
      <td>0.477677</td>
      <td>0.498692</td>
      <td>...</td>
      <td>0.565220</td>
      <td>0.537005</td>
      <td>0.664877</td>
      <td>0.468492</td>
      <td>0.592824</td>
      <td>0.411177</td>
      <td>0.416593</td>
      <td>0.312585</td>
      <td>0.002642</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284805</th>
      <td>0.954209</td>
      <td>0.772856</td>
      <td>0.849587</td>
      <td>0.282508</td>
      <td>0.763172</td>
      <td>0.269291</td>
      <td>0.261175</td>
      <td>0.792671</td>
      <td>0.476287</td>
      <td>0.500464</td>
      <td>...</td>
      <td>0.565755</td>
      <td>0.547353</td>
      <td>0.663008</td>
      <td>0.398836</td>
      <td>0.545958</td>
      <td>0.514746</td>
      <td>0.418520</td>
      <td>0.315245</td>
      <td>0.000389</td>
      <td>0</td>
    </tr>
    <tr>
      <th>284806</th>
      <td>0.949232</td>
      <td>0.765256</td>
      <td>0.849601</td>
      <td>0.229488</td>
      <td>0.765632</td>
      <td>0.256488</td>
      <td>0.274963</td>
      <td>0.780938</td>
      <td>0.479528</td>
      <td>0.489782</td>
      <td>...</td>
      <td>0.565688</td>
      <td>0.540031</td>
      <td>0.671029</td>
      <td>0.383420</td>
      <td>0.551319</td>
      <td>0.291786</td>
      <td>0.416466</td>
      <td>0.313401</td>
      <td>0.008446</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
<p>284807 rows × 30 columns</p>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[124]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">MinMaxScaler</span><span class="p">()</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,[</span><span class="s1">&#39;V1&#39;</span><span class="p">,</span><span class="s1">&#39;V2&#39;</span><span class="p">]]</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">))</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[124]:</div>




<div class="output_text output_subarea output_execute_result">
<pre>array([[ 0.93519234,  0.76649042],
       [ 0.97854195,  0.77006665],
       [ 0.93521702,  0.75311767],
       ..., 
       [ 0.99090481,  0.76407969],
       [ 0.954209  ,  0.77285574],
       [ 0.94923176,  0.7652564 ]])</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[165]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">y</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="s1">&#39;Class&#39;</span><span class="p">]</span>
<span class="n">X</span> <span class="o">=</span> <span class="n">data</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,</span><span class="mi">0</span><span class="p">:</span><span class="mi">29</span><span class="p">]</span>

<span class="p">(</span><span class="n">trainX</span><span class="p">,</span> <span class="n">testX</span><span class="p">,</span> <span class="n">trainY</span><span class="p">,</span> <span class="n">testY</span><span class="p">)</span> <span class="o">=</span> <span class="n">train_test_split</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">test_size</span> <span class="o">=</span> <span class="mf">0.2</span><span class="p">,</span> <span class="n">random_state</span> <span class="o">=</span> <span class="mi">42</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[166]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="p">(</span><span class="n">trainSet</span><span class="p">,</span> <span class="n">testSet</span><span class="p">)</span> <span class="o">=</span> <span class="n">train_test_split</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">test_size</span> <span class="o">=</span> <span class="mf">0.2</span><span class="p">,</span> <span class="n">random_state</span> <span class="o">=</span> <span class="mi">42</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[167]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">df_majority</span> <span class="o">=</span> <span class="n">trainSet</span><span class="p">[</span><span class="n">trainSet</span><span class="o">.</span><span class="n">Class</span><span class="o">==</span><span class="mi">0</span><span class="p">]</span>
<span class="n">df_minority</span> <span class="o">=</span> <span class="n">trainSet</span><span class="p">[</span><span class="n">trainSet</span><span class="o">.</span><span class="n">Class</span><span class="o">==</span><span class="mi">1</span><span class="p">]</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[168]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># Upsample minority class</span>
<span class="n">df_minority_upsampled</span> <span class="o">=</span> <span class="n">resample</span><span class="p">(</span><span class="n">df_minority</span><span class="p">,</span> <span class="n">replace</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span><span class="n">n_samples</span><span class="o">=</span><span class="mi">60000</span><span class="p">,</span><span class="n">random_state</span><span class="o">=</span><span class="mi">123</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[169]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># Upsample minority class</span>
<span class="n">df_minority_upsampled</span> <span class="o">=</span> <span class="n">resample</span><span class="p">(</span><span class="n">df_minority</span><span class="p">,</span> 
                                 <span class="n">replace</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span>     <span class="c1"># sample with replacement</span>
                                 <span class="n">n_samples</span><span class="o">=</span><span class="mi">60000</span><span class="p">,</span>    <span class="c1"># to match majority class</span>
                                 <span class="n">random_state</span><span class="o">=</span><span class="mi">123</span><span class="p">)</span> <span class="c1"># reproducible results</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[170]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="c1"># Combine majority class with upsampled minority class</span>
<span class="n">df_upsampled</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">df_majority</span><span class="p">,</span> <span class="n">df_minority_upsampled</span><span class="p">])</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[171]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span> <span class="c1"># Display new class counts</span>
<span class="n">df_upsampled</span><span class="o">.</span><span class="n">Class</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[171]:</div>




<div class="output_text output_subarea output_execute_result">
<pre>0    227451
1     60000
Name: Class, dtype: int64</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[172]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">trainY</span> <span class="o">=</span> <span class="n">df_upsampled</span><span class="p">[</span><span class="s1">&#39;Class&#39;</span><span class="p">]</span>
<span class="n">trainX</span> <span class="o">=</span> <span class="n">df_upsampled</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,</span><span class="mi">0</span><span class="p">:</span><span class="mi">29</span><span class="p">]</span>

<span class="n">testY</span> <span class="o">=</span> <span class="n">testSet</span><span class="p">[</span><span class="s1">&#39;Class&#39;</span><span class="p">]</span>
<span class="n">testX</span> <span class="o">=</span> <span class="n">testSet</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,</span><span class="mi">0</span><span class="p">:</span><span class="mi">29</span><span class="p">]</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[175]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">trainX</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[175]:</div>



<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<style>
    .dataframe thead tr:only-child th {
        text-align: right;
    }

    .dataframe thead th {
        text-align: left;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>V1</th>
      <th>V2</th>
      <th>V3</th>
      <th>V4</th>
      <th>V5</th>
      <th>V6</th>
      <th>V7</th>
      <th>V8</th>
      <th>V9</th>
      <th>V10</th>
      <th>...</th>
      <th>V20</th>
      <th>V21</th>
      <th>V22</th>
      <th>V23</th>
      <th>V24</th>
      <th>V25</th>
      <th>V26</th>
      <th>V27</th>
      <th>V28</th>
      <th>Amount</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>223361</th>
      <td>0.991508</td>
      <td>0.763241</td>
      <td>0.831955</td>
      <td>0.266566</td>
      <td>0.762287</td>
      <td>0.262153</td>
      <td>0.261530</td>
      <td>0.785772</td>
      <td>0.499108</td>
      <td>0.508092</td>
      <td>...</td>
      <td>0.578930</td>
      <td>0.565319</td>
      <td>0.555202</td>
      <td>0.666224</td>
      <td>0.344693</td>
      <td>0.575381</td>
      <td>0.390038</td>
      <td>0.417345</td>
      <td>0.312167</td>
      <td>0.000389</td>
    </tr>
    <tr>
      <th>165061</th>
      <td>0.951482</td>
      <td>0.760643</td>
      <td>0.864365</td>
      <td>0.162484</td>
      <td>0.764991</td>
      <td>0.264712</td>
      <td>0.265465</td>
      <td>0.781077</td>
      <td>0.464171</td>
      <td>0.521366</td>
      <td>...</td>
      <td>0.575257</td>
      <td>0.559005</td>
      <td>0.529703</td>
      <td>0.667118</td>
      <td>0.246933</td>
      <td>0.511856</td>
      <td>0.484568</td>
      <td>0.409673</td>
      <td>0.310186</td>
      <td>0.001787</td>
    </tr>
    <tr>
      <th>238186</th>
      <td>0.959526</td>
      <td>0.775917</td>
      <td>0.827686</td>
      <td>0.220461</td>
      <td>0.772990</td>
      <td>0.259406</td>
      <td>0.270155</td>
      <td>0.786643</td>
      <td>0.458258</td>
      <td>0.495517</td>
      <td>...</td>
      <td>0.580396</td>
      <td>0.556407</td>
      <td>0.469307</td>
      <td>0.666672</td>
      <td>0.402201</td>
      <td>0.553688</td>
      <td>0.444999</td>
      <td>0.420321</td>
      <td>0.314550</td>
      <td>0.000467</td>
    </tr>
    <tr>
      <th>150562</th>
      <td>0.949204</td>
      <td>0.777964</td>
      <td>0.867750</td>
      <td>0.374695</td>
      <td>0.769083</td>
      <td>0.273097</td>
      <td>0.270521</td>
      <td>0.784513</td>
      <td>0.475580</td>
      <td>0.520320</td>
      <td>...</td>
      <td>0.577563</td>
      <td>0.562504</td>
      <td>0.530717</td>
      <td>0.664353</td>
      <td>0.442628</td>
      <td>0.541128</td>
      <td>0.395876</td>
      <td>0.414794</td>
      <td>0.311806</td>
      <td>0.004571</td>
    </tr>
    <tr>
      <th>138452</th>
      <td>0.889881</td>
      <td>0.787278</td>
      <td>0.829966</td>
      <td>0.250619</td>
      <td>0.759955</td>
      <td>0.258190</td>
      <td>0.262702</td>
      <td>0.799478</td>
      <td>0.481246</td>
      <td>0.533999</td>
      <td>...</td>
      <td>0.580134</td>
      <td>0.553731</td>
      <td>0.499284</td>
      <td>0.669157</td>
      <td>0.391181</td>
      <td>0.604333</td>
      <td>0.465523</td>
      <td>0.421807</td>
      <td>0.306576</td>
      <td>0.001003</td>
    </tr>
    <tr>
      <th>35440</th>
      <td>0.944786</td>
      <td>0.778462</td>
      <td>0.848518</td>
      <td>0.278287</td>
      <td>0.769430</td>
      <td>0.264001</td>
      <td>0.269215</td>
      <td>0.786284</td>
      <td>0.461834</td>
      <td>0.516921</td>
      <td>...</td>
      <td>0.581257</td>
      <td>0.561907</td>
      <td>0.525013</td>
      <td>0.661765</td>
      <td>0.277141</td>
      <td>0.568913</td>
      <td>0.386811</td>
      <td>0.424682</td>
      <td>0.318564</td>
      <td>0.001566</td>
    </tr>
    <tr>
      <th>119552</th>
      <td>0.978250</td>
      <td>0.770160</td>
      <td>0.843728</td>
      <td>0.299725</td>
      <td>0.764789</td>
      <td>0.258764</td>
      <td>0.265903</td>
      <td>0.784415</td>
      <td>0.462398</td>
      <td>0.507678</td>
      <td>...</td>
      <td>0.578920</td>
      <td>0.563245</td>
      <td>0.528709</td>
      <td>0.664009</td>
      <td>0.396062</td>
      <td>0.612505</td>
      <td>0.381415</td>
      <td>0.417187</td>
      <td>0.313555</td>
      <td>0.000580</td>
    </tr>
    <tr>
      <th>189362</th>
      <td>0.960323</td>
      <td>0.767542</td>
      <td>0.837862</td>
      <td>0.223620</td>
      <td>0.776285</td>
      <td>0.278622</td>
      <td>0.268849</td>
      <td>0.787450</td>
      <td>0.471970</td>
      <td>0.498642</td>
      <td>...</td>
      <td>0.579483</td>
      <td>0.569438</td>
      <td>0.597267</td>
      <td>0.664254</td>
      <td>0.125411</td>
      <td>0.543316</td>
      <td>0.528297</td>
      <td>0.415597</td>
      <td>0.309224</td>
      <td>0.001724</td>
    </tr>
    <tr>
      <th>150524</th>
      <td>0.946656</td>
      <td>0.782540</td>
      <td>0.840322</td>
      <td>0.456842</td>
      <td>0.775030</td>
      <td>0.264909</td>
      <td>0.276612</td>
      <td>0.772273</td>
      <td>0.470744</td>
      <td>0.570324</td>
      <td>...</td>
      <td>0.581467</td>
      <td>0.556978</td>
      <td>0.538453</td>
      <td>0.669381</td>
      <td>0.362967</td>
      <td>0.516495</td>
      <td>0.444904</td>
      <td>0.406771</td>
      <td>0.312376</td>
      <td>0.002339</td>
    </tr>
    <tr>
      <th>223666</th>
      <td>0.958727</td>
      <td>0.763912</td>
      <td>0.852723</td>
      <td>0.139891</td>
      <td>0.762129</td>
      <td>0.254387</td>
      <td>0.265418</td>
      <td>0.782516</td>
      <td>0.384199</td>
      <td>0.524407</td>
      <td>...</td>
      <td>0.577044</td>
      <td>0.560703</td>
      <td>0.527727</td>
      <td>0.663971</td>
      <td>0.382449</td>
      <td>0.553626</td>
      <td>0.388251</td>
      <td>0.419996</td>
      <td>0.316711</td>
      <td>0.000389</td>
    </tr>
    <tr>
      <th>231274</th>
      <td>0.948451</td>
      <td>0.783536</td>
      <td>0.812041</td>
      <td>0.282212</td>
      <td>0.779026</td>
      <td>0.276667</td>
      <td>0.269667</td>
      <td>0.794748</td>
      <td>0.430187</td>
      <td>0.492810</td>
      <td>...</td>
      <td>0.579222</td>
      <td>0.563723</td>
      <td>0.537069</td>
      <td>0.662230</td>
      <td>0.235241</td>
      <td>0.572039</td>
      <td>0.378114</td>
      <td>0.423155</td>
      <td>0.317014</td>
      <td>0.000636</td>
    </tr>
    <tr>
      <th>66915</th>
      <td>0.893507</td>
      <td>0.717483</td>
      <td>0.846186</td>
      <td>0.255875</td>
      <td>0.782066</td>
      <td>0.235005</td>
      <td>0.248878</td>
      <td>0.790770</td>
      <td>0.343987</td>
      <td>0.539234</td>
      <td>...</td>
      <td>0.594726</td>
      <td>0.567985</td>
      <td>0.500285</td>
      <td>0.659909</td>
      <td>0.388942</td>
      <td>0.601237</td>
      <td>0.451044</td>
      <td>0.417383</td>
      <td>0.297864</td>
      <td>0.000584</td>
    </tr>
    <tr>
      <th>213613</th>
      <td>0.995578</td>
      <td>0.755853</td>
      <td>0.817451</td>
      <td>0.187993</td>
      <td>0.759462</td>
      <td>0.254979</td>
      <td>0.260710</td>
      <td>0.783932</td>
      <td>0.479359</td>
      <td>0.518457</td>
      <td>...</td>
      <td>0.573473</td>
      <td>0.557023</td>
      <td>0.500205</td>
      <td>0.669054</td>
      <td>0.481322</td>
      <td>0.564228</td>
      <td>0.542198</td>
      <td>0.415538</td>
      <td>0.312002</td>
      <td>0.000428</td>
    </tr>
    <tr>
      <th>106184</th>
      <td>0.964117</td>
      <td>0.743174</td>
      <td>0.827794</td>
      <td>0.249552</td>
      <td>0.756436</td>
      <td>0.258582</td>
      <td>0.267126</td>
      <td>0.783199</td>
      <td>0.441288</td>
      <td>0.516591</td>
      <td>...</td>
      <td>0.584949</td>
      <td>0.559537</td>
      <td>0.464287</td>
      <td>0.659185</td>
      <td>0.398037</td>
      <td>0.584280</td>
      <td>0.600280</td>
      <td>0.413515</td>
      <td>0.314809</td>
      <td>0.020790</td>
    </tr>
    <tr>
      <th>82956</th>
      <td>0.969751</td>
      <td>0.755786</td>
      <td>0.864085</td>
      <td>0.294675</td>
      <td>0.761005</td>
      <td>0.290906</td>
      <td>0.257156</td>
      <td>0.795949</td>
      <td>0.512535</td>
      <td>0.496870</td>
      <td>...</td>
      <td>0.580293</td>
      <td>0.563880</td>
      <td>0.548007</td>
      <td>0.664628</td>
      <td>0.258550</td>
      <td>0.579803</td>
      <td>0.520649</td>
      <td>0.418437</td>
      <td>0.313600</td>
      <td>0.004749</td>
    </tr>
    <tr>
      <th>224105</th>
      <td>0.926556</td>
      <td>0.757866</td>
      <td>0.836070</td>
      <td>0.268334</td>
      <td>0.760425</td>
      <td>0.270210</td>
      <td>0.275875</td>
      <td>0.783376</td>
      <td>0.494517</td>
      <td>0.487366</td>
      <td>...</td>
      <td>0.574205</td>
      <td>0.550924</td>
      <td>0.476462</td>
      <td>0.679103</td>
      <td>0.463631</td>
      <td>0.532735</td>
      <td>0.446607</td>
      <td>0.428809</td>
      <td>0.315735</td>
      <td>0.017399</td>
    </tr>
    <tr>
      <th>149760</th>
      <td>0.994774</td>
      <td>0.757586</td>
      <td>0.820763</td>
      <td>0.218027</td>
      <td>0.761101</td>
      <td>0.257946</td>
      <td>0.259977</td>
      <td>0.784407</td>
      <td>0.501244</td>
      <td>0.521288</td>
      <td>...</td>
      <td>0.578645</td>
      <td>0.562471</td>
      <td>0.526668</td>
      <td>0.667143</td>
      <td>0.308803</td>
      <td>0.570479</td>
      <td>0.395015</td>
      <td>0.415447</td>
      <td>0.311520</td>
      <td>0.000973</td>
    </tr>
    <tr>
      <th>270011</th>
      <td>0.965098</td>
      <td>0.777345</td>
      <td>0.805248</td>
      <td>0.293501</td>
      <td>0.777094</td>
      <td>0.252590</td>
      <td>0.275733</td>
      <td>0.780726</td>
      <td>0.438567</td>
      <td>0.517546</td>
      <td>...</td>
      <td>0.581070</td>
      <td>0.570108</td>
      <td>0.592161</td>
      <td>0.666290</td>
      <td>0.469092</td>
      <td>0.517362</td>
      <td>0.362482</td>
      <td>0.427264</td>
      <td>0.321591</td>
      <td>0.001767</td>
    </tr>
    <tr>
      <th>46378</th>
      <td>0.948959</td>
      <td>0.777090</td>
      <td>0.865798</td>
      <td>0.286850</td>
      <td>0.767964</td>
      <td>0.269427</td>
      <td>0.267989</td>
      <td>0.788665</td>
      <td>0.447632</td>
      <td>0.505689</td>
      <td>...</td>
      <td>0.582337</td>
      <td>0.559471</td>
      <td>0.507809</td>
      <td>0.663896</td>
      <td>0.342453</td>
      <td>0.569218</td>
      <td>0.353229</td>
      <td>0.424337</td>
      <td>0.316989</td>
      <td>0.000562</td>
    </tr>
    <tr>
      <th>110420</th>
      <td>0.925034</td>
      <td>0.756042</td>
      <td>0.881476</td>
      <td>0.204146</td>
      <td>0.768380</td>
      <td>0.255819</td>
      <td>0.261295</td>
      <td>0.790015</td>
      <td>0.468799</td>
      <td>0.494794</td>
      <td>...</td>
      <td>0.587413</td>
      <td>0.567769</td>
      <td>0.538462</td>
      <td>0.666971</td>
      <td>0.392109</td>
      <td>0.593046</td>
      <td>0.598269</td>
      <td>0.419158</td>
      <td>0.316015</td>
      <td>0.003892</td>
    </tr>
    <tr>
      <th>126422</th>
      <td>0.983325</td>
      <td>0.760375</td>
      <td>0.818706</td>
      <td>0.169759</td>
      <td>0.775632</td>
      <td>0.294915</td>
      <td>0.258877</td>
      <td>0.793768</td>
      <td>0.429380</td>
      <td>0.522625</td>
      <td>...</td>
      <td>0.582270</td>
      <td>0.558377</td>
      <td>0.471642</td>
      <td>0.667204</td>
      <td>0.513413</td>
      <td>0.599611</td>
      <td>0.343569</td>
      <td>0.416693</td>
      <td>0.313421</td>
      <td>0.000201</td>
    </tr>
    <tr>
      <th>61485</th>
      <td>0.943587</td>
      <td>0.766036</td>
      <td>0.887179</td>
      <td>0.259702</td>
      <td>0.759651</td>
      <td>0.259788</td>
      <td>0.268443</td>
      <td>0.783444</td>
      <td>0.472851</td>
      <td>0.493400</td>
      <td>...</td>
      <td>0.586229</td>
      <td>0.560049</td>
      <td>0.506111</td>
      <td>0.667638</td>
      <td>0.518701</td>
      <td>0.575838</td>
      <td>0.590012</td>
      <td>0.413151</td>
      <td>0.310421</td>
      <td>0.004922</td>
    </tr>
    <tr>
      <th>130818</th>
      <td>0.979129</td>
      <td>0.762301</td>
      <td>0.850865</td>
      <td>0.211598</td>
      <td>0.758524</td>
      <td>0.259674</td>
      <td>0.260845</td>
      <td>0.787352</td>
      <td>0.521801</td>
      <td>0.490402</td>
      <td>...</td>
      <td>0.578576</td>
      <td>0.561608</td>
      <td>0.519198</td>
      <td>0.664269</td>
      <td>0.382756</td>
      <td>0.605131</td>
      <td>0.314235</td>
      <td>0.418058</td>
      <td>0.313529</td>
      <td>0.000039</td>
    </tr>
    <tr>
      <th>110288</th>
      <td>0.976887</td>
      <td>0.764542</td>
      <td>0.850708</td>
      <td>0.313160</td>
      <td>0.762214</td>
      <td>0.270552</td>
      <td>0.261469</td>
      <td>0.790357</td>
      <td>0.495866</td>
      <td>0.508238</td>
      <td>...</td>
      <td>0.576939</td>
      <td>0.560203</td>
      <td>0.510117</td>
      <td>0.663949</td>
      <td>0.336840</td>
      <td>0.609057</td>
      <td>0.384959</td>
      <td>0.417515</td>
      <td>0.313221</td>
      <td>0.000389</td>
    </tr>
    <tr>
      <th>141328</th>
      <td>0.920848</td>
      <td>0.781614</td>
      <td>0.838356</td>
      <td>0.188857</td>
      <td>0.759422</td>
      <td>0.259164</td>
      <td>0.260746</td>
      <td>0.800505</td>
      <td>0.477619</td>
      <td>0.507306</td>
      <td>...</td>
      <td>0.577098</td>
      <td>0.560415</td>
      <td>0.494257</td>
      <td>0.669229</td>
      <td>0.335480</td>
      <td>0.564404</td>
      <td>0.545441</td>
      <td>0.409525</td>
      <td>0.307358</td>
      <td>0.000057</td>
    </tr>
    <tr>
      <th>9303</th>
      <td>0.976349</td>
      <td>0.767179</td>
      <td>0.857686</td>
      <td>0.327029</td>
      <td>0.761953</td>
      <td>0.268326</td>
      <td>0.261649</td>
      <td>0.788120</td>
      <td>0.530245</td>
      <td>0.499560</td>
      <td>...</td>
      <td>0.577399</td>
      <td>0.558643</td>
      <td>0.512383</td>
      <td>0.664828</td>
      <td>0.407193</td>
      <td>0.606896</td>
      <td>0.372326</td>
      <td>0.417238</td>
      <td>0.313270</td>
      <td>0.000350</td>
    </tr>
    <tr>
      <th>104483</th>
      <td>0.979946</td>
      <td>0.768363</td>
      <td>0.840302</td>
      <td>0.266149</td>
      <td>0.764983</td>
      <td>0.260821</td>
      <td>0.264587</td>
      <td>0.785933</td>
      <td>0.462539</td>
      <td>0.511485</td>
      <td>...</td>
      <td>0.578999</td>
      <td>0.557104</td>
      <td>0.469634</td>
      <td>0.665933</td>
      <td>0.310881</td>
      <td>0.592717</td>
      <td>0.446965</td>
      <td>0.415763</td>
      <td>0.313090</td>
      <td>0.000077</td>
    </tr>
    <tr>
      <th>153153</th>
      <td>0.956784</td>
      <td>0.780148</td>
      <td>0.830485</td>
      <td>0.234965</td>
      <td>0.771549</td>
      <td>0.254652</td>
      <td>0.270140</td>
      <td>0.784132</td>
      <td>0.517904</td>
      <td>0.490897</td>
      <td>...</td>
      <td>0.580554</td>
      <td>0.552796</td>
      <td>0.456867</td>
      <td>0.667261</td>
      <td>0.444831</td>
      <td>0.553879</td>
      <td>0.439126</td>
      <td>0.422028</td>
      <td>0.315841</td>
      <td>0.000175</td>
    </tr>
    <tr>
      <th>178381</th>
      <td>0.936115</td>
      <td>0.774262</td>
      <td>0.870779</td>
      <td>0.288314</td>
      <td>0.762186</td>
      <td>0.268790</td>
      <td>0.262467</td>
      <td>0.795632</td>
      <td>0.459349</td>
      <td>0.501052</td>
      <td>...</td>
      <td>0.581739</td>
      <td>0.563327</td>
      <td>0.516550</td>
      <td>0.662216</td>
      <td>0.317918</td>
      <td>0.597378</td>
      <td>0.356414</td>
      <td>0.420853</td>
      <td>0.313811</td>
      <td>0.001752</td>
    </tr>
    <tr>
      <th>11483</th>
      <td>0.982255</td>
      <td>0.760765</td>
      <td>0.842476</td>
      <td>0.227869</td>
      <td>0.760969</td>
      <td>0.262864</td>
      <td>0.260102</td>
      <td>0.785732</td>
      <td>0.492390</td>
      <td>0.515621</td>
      <td>...</td>
      <td>0.579698</td>
      <td>0.558398</td>
      <td>0.495421</td>
      <td>0.663670</td>
      <td>0.305291</td>
      <td>0.609621</td>
      <td>0.385591</td>
      <td>0.416008</td>
      <td>0.312822</td>
      <td>0.000389</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>59539</th>
      <td>0.921954</td>
      <td>0.781971</td>
      <td>0.826808</td>
      <td>0.298446</td>
      <td>0.757893</td>
      <td>0.255296</td>
      <td>0.253188</td>
      <td>0.791553</td>
      <td>0.428992</td>
      <td>0.457089</td>
      <td>...</td>
      <td>0.580536</td>
      <td>0.572715</td>
      <td>0.544552</td>
      <td>0.663130</td>
      <td>0.375415</td>
      <td>0.592971</td>
      <td>0.348767</td>
      <td>0.409021</td>
      <td>0.310036</td>
      <td>0.000768</td>
    </tr>
    <tr>
      <th>10484</th>
      <td>0.976784</td>
      <td>0.776739</td>
      <td>0.844253</td>
      <td>0.392465</td>
      <td>0.766899</td>
      <td>0.260788</td>
      <td>0.265215</td>
      <td>0.785269</td>
      <td>0.492407</td>
      <td>0.496464</td>
      <td>...</td>
      <td>0.577951</td>
      <td>0.554652</td>
      <td>0.472671</td>
      <td>0.666586</td>
      <td>0.404819</td>
      <td>0.597563</td>
      <td>0.406020</td>
      <td>0.416750</td>
      <td>0.314225</td>
      <td>0.000148</td>
    </tr>
    <tr>
      <th>17453</th>
      <td>0.450731</td>
      <td>0.940667</td>
      <td>0.307875</td>
      <td>0.540330</td>
      <td>0.619864</td>
      <td>0.213349</td>
      <td>0.143017</td>
      <td>0.995501</td>
      <td>0.339059</td>
      <td>0.347331</td>
      <td>...</td>
      <td>0.598630</td>
      <td>0.590705</td>
      <td>0.405896</td>
      <td>0.644452</td>
      <td>0.406318</td>
      <td>0.698931</td>
      <td>0.391246</td>
      <td>0.439687</td>
      <td>0.320521</td>
      <td>0.003892</td>
    </tr>
    <tr>
      <th>151007</th>
      <td>0.508809</td>
      <td>0.941331</td>
      <td>0.314484</td>
      <td>0.646644</td>
      <td>0.645264</td>
      <td>0.250674</td>
      <td>0.075298</td>
      <td>0.662682</td>
      <td>0.136811</td>
      <td>0.049679</td>
      <td>...</td>
      <td>0.610209</td>
      <td>0.420334</td>
      <td>0.671482</td>
      <td>0.678748</td>
      <td>0.416573</td>
      <td>0.536475</td>
      <td>0.267562</td>
      <td>0.282444</td>
      <td>0.286238</td>
      <td>0.000039</td>
    </tr>
    <tr>
      <th>52584</th>
      <td>0.932484</td>
      <td>0.791616</td>
      <td>0.811358</td>
      <td>0.343430</td>
      <td>0.758979</td>
      <td>0.252796</td>
      <td>0.252807</td>
      <td>0.782434</td>
      <td>0.408965</td>
      <td>0.451706</td>
      <td>...</td>
      <td>0.582129</td>
      <td>0.582563</td>
      <td>0.514828</td>
      <td>0.665170</td>
      <td>0.402406</td>
      <td>0.572484</td>
      <td>0.365154</td>
      <td>0.416156</td>
      <td>0.308896</td>
      <td>0.000039</td>
    </tr>
    <tr>
      <th>10630</th>
      <td>0.870158</td>
      <td>0.840778</td>
      <td>0.603288</td>
      <td>0.633954</td>
      <td>0.690221</td>
      <td>0.269779</td>
      <td>0.207709</td>
      <td>0.842546</td>
      <td>0.294087</td>
      <td>0.264857</td>
      <td>...</td>
      <td>0.573624</td>
      <td>0.595108</td>
      <td>0.545494</td>
      <td>0.676079</td>
      <td>0.295086</td>
      <td>0.487138</td>
      <td>0.453601</td>
      <td>0.428077</td>
      <td>0.309680</td>
      <td>0.029830</td>
    </tr>
    <tr>
      <th>44001</th>
      <td>0.921863</td>
      <td>0.778585</td>
      <td>0.789350</td>
      <td>0.313299</td>
      <td>0.738684</td>
      <td>0.270533</td>
      <td>0.274650</td>
      <td>0.787456</td>
      <td>0.379007</td>
      <td>0.422739</td>
      <td>...</td>
      <td>0.587379</td>
      <td>0.563811</td>
      <td>0.468714</td>
      <td>0.674717</td>
      <td>0.395241</td>
      <td>0.567272</td>
      <td>0.512498</td>
      <td>0.424319</td>
      <td>0.308857</td>
      <td>0.031237</td>
    </tr>
    <tr>
      <th>151009</th>
      <td>0.508809</td>
      <td>0.941331</td>
      <td>0.314484</td>
      <td>0.646644</td>
      <td>0.645264</td>
      <td>0.250674</td>
      <td>0.075298</td>
      <td>0.662682</td>
      <td>0.136811</td>
      <td>0.049679</td>
      <td>...</td>
      <td>0.610209</td>
      <td>0.420334</td>
      <td>0.671482</td>
      <td>0.678748</td>
      <td>0.416573</td>
      <td>0.536475</td>
      <td>0.267562</td>
      <td>0.282444</td>
      <td>0.286238</td>
      <td>0.000039</td>
    </tr>
    <tr>
      <th>17317</th>
      <td>0.485188</td>
      <td>0.931842</td>
      <td>0.336206</td>
      <td>0.536454</td>
      <td>0.628746</td>
      <td>0.214477</td>
      <td>0.148321</td>
      <td>0.982002</td>
      <td>0.336398</td>
      <td>0.343015</td>
      <td>...</td>
      <td>0.598343</td>
      <td>0.590531</td>
      <td>0.413795</td>
      <td>0.646575</td>
      <td>0.404523</td>
      <td>0.690143</td>
      <td>0.390972</td>
      <td>0.440964</td>
      <td>0.320999</td>
      <td>0.003892</td>
    </tr>
    <tr>
      <th>52584</th>
      <td>0.932484</td>
      <td>0.791616</td>
      <td>0.811358</td>
      <td>0.343430</td>
      <td>0.758979</td>
      <td>0.252796</td>
      <td>0.252807</td>
      <td>0.782434</td>
      <td>0.408965</td>
      <td>0.451706</td>
      <td>...</td>
      <td>0.582129</td>
      <td>0.582563</td>
      <td>0.514828</td>
      <td>0.665170</td>
      <td>0.402406</td>
      <td>0.572484</td>
      <td>0.365154</td>
      <td>0.416156</td>
      <td>0.308896</td>
      <td>0.000039</td>
    </tr>
    <tr>
      <th>150662</th>
      <td>0.859093</td>
      <td>0.842718</td>
      <td>0.615317</td>
      <td>0.563614</td>
      <td>0.700744</td>
      <td>0.233477</td>
      <td>0.195033</td>
      <td>0.837342</td>
      <td>0.342408</td>
      <td>0.233120</td>
      <td>...</td>
      <td>0.580858</td>
      <td>0.601169</td>
      <td>0.559240</td>
      <td>0.673312</td>
      <td>0.445926</td>
      <td>0.562414</td>
      <td>0.471584</td>
      <td>0.418447</td>
      <td>0.318287</td>
      <td>0.012302</td>
    </tr>
    <tr>
      <th>149587</th>
      <td>0.991504</td>
      <td>0.784458</td>
      <td>0.762256</td>
      <td>0.357361</td>
      <td>0.779943</td>
      <td>0.247096</td>
      <td>0.269338</td>
      <td>0.783316</td>
      <td>0.504724</td>
      <td>0.450189</td>
      <td>...</td>
      <td>0.577810</td>
      <td>0.553831</td>
      <td>0.464565</td>
      <td>0.664718</td>
      <td>0.379064</td>
      <td>0.598237</td>
      <td>0.332224</td>
      <td>0.416984</td>
      <td>0.314785</td>
      <td>0.000039</td>
    </tr>
    <tr>
      <th>245556</th>
      <td>0.980765</td>
      <td>0.758354</td>
      <td>0.801078</td>
      <td>0.285610</td>
      <td>0.764394</td>
      <td>0.251293</td>
      <td>0.268295</td>
      <td>0.781633</td>
      <td>0.498779</td>
      <td>0.478205</td>
      <td>...</td>
      <td>0.586499</td>
      <td>0.563637</td>
      <td>0.504360</td>
      <td>0.662336</td>
      <td>0.347906</td>
      <td>0.572387</td>
      <td>0.325173</td>
      <td>0.416560</td>
      <td>0.314593</td>
      <td>0.013933</td>
    </tr>
    <tr>
      <th>157585</th>
      <td>0.991166</td>
      <td>0.774124</td>
      <td>0.832441</td>
      <td>0.428707</td>
      <td>0.767844</td>
      <td>0.262020</td>
      <td>0.265225</td>
      <td>0.783537</td>
      <td>0.480305</td>
      <td>0.530921</td>
      <td>...</td>
      <td>0.576598</td>
      <td>0.558681</td>
      <td>0.501122</td>
      <td>0.668700</td>
      <td>0.353048</td>
      <td>0.570234</td>
      <td>0.404221</td>
      <td>0.415587</td>
      <td>0.312087</td>
      <td>0.000039</td>
    </tr>
    <tr>
      <th>27738</th>
      <td>0.916854</td>
      <td>0.794602</td>
      <td>0.788198</td>
      <td>0.308948</td>
      <td>0.753753</td>
      <td>0.248581</td>
      <td>0.251916</td>
      <td>0.760899</td>
      <td>0.452691</td>
      <td>0.431809</td>
      <td>...</td>
      <td>0.585733</td>
      <td>0.590084</td>
      <td>0.474046</td>
      <td>0.666410</td>
      <td>0.396237</td>
      <td>0.574675</td>
      <td>0.465085</td>
      <td>0.411552</td>
      <td>0.298032</td>
      <td>0.004877</td>
    </tr>
    <tr>
      <th>222133</th>
      <td>0.896899</td>
      <td>0.757528</td>
      <td>0.755105</td>
      <td>0.401453</td>
      <td>0.762046</td>
      <td>0.251243</td>
      <td>0.239937</td>
      <td>0.801658</td>
      <td>0.401606</td>
      <td>0.431052</td>
      <td>...</td>
      <td>0.576852</td>
      <td>0.574163</td>
      <td>0.551692</td>
      <td>0.680803</td>
      <td>0.395395</td>
      <td>0.502377</td>
      <td>0.296676</td>
      <td>0.435992</td>
      <td>0.315153</td>
      <td>0.005636</td>
    </tr>
    <tr>
      <th>42936</th>
      <td>0.737764</td>
      <td>0.838170</td>
      <td>0.604247</td>
      <td>0.637532</td>
      <td>0.688436</td>
      <td>0.236060</td>
      <td>0.179948</td>
      <td>0.873541</td>
      <td>0.189574</td>
      <td>0.246048</td>
      <td>...</td>
      <td>0.571286</td>
      <td>0.602581</td>
      <td>0.485203</td>
      <td>0.661942</td>
      <td>0.472949</td>
      <td>0.590626</td>
      <td>0.424441</td>
      <td>0.394626</td>
      <td>0.297958</td>
      <td>0.002323</td>
    </tr>
    <tr>
      <th>83297</th>
      <td>0.818016</td>
      <td>0.716459</td>
      <td>0.744441</td>
      <td>0.305313</td>
      <td>0.743182</td>
      <td>0.249632</td>
      <td>0.253367</td>
      <td>0.799281</td>
      <td>0.405099</td>
      <td>0.437838</td>
      <td>...</td>
      <td>0.567126</td>
      <td>0.568514</td>
      <td>0.506413</td>
      <td>0.619520</td>
      <td>0.329655</td>
      <td>0.561702</td>
      <td>0.369909</td>
      <td>0.417246</td>
      <td>0.292670</td>
      <td>0.012425</td>
    </tr>
    <tr>
      <th>30473</th>
      <td>0.887042</td>
      <td>0.813504</td>
      <td>0.748720</td>
      <td>0.449427</td>
      <td>0.733318</td>
      <td>0.250707</td>
      <td>0.220997</td>
      <td>0.821130</td>
      <td>0.336022</td>
      <td>0.353046</td>
      <td>...</td>
      <td>0.586431</td>
      <td>0.586474</td>
      <td>0.538701</td>
      <td>0.665857</td>
      <td>0.384081</td>
      <td>0.569514</td>
      <td>0.403938</td>
      <td>0.425259</td>
      <td>0.322738</td>
      <td>0.000563</td>
    </tr>
    <tr>
      <th>154676</th>
      <td>0.933543</td>
      <td>0.806724</td>
      <td>0.709104</td>
      <td>0.581782</td>
      <td>0.755283</td>
      <td>0.246313</td>
      <td>0.230282</td>
      <td>0.802709</td>
      <td>0.387170</td>
      <td>0.367885</td>
      <td>...</td>
      <td>0.585904</td>
      <td>0.576921</td>
      <td>0.516811</td>
      <td>0.664770</td>
      <td>0.308801</td>
      <td>0.535372</td>
      <td>0.424574</td>
      <td>0.422383</td>
      <td>0.306558</td>
      <td>0.000089</td>
    </tr>
    <tr>
      <th>150680</th>
      <td>0.740266</td>
      <td>0.846487</td>
      <td>0.482317</td>
      <td>0.582882</td>
      <td>0.687792</td>
      <td>0.211332</td>
      <td>0.179941</td>
      <td>0.874763</td>
      <td>0.313353</td>
      <td>0.186713</td>
      <td>...</td>
      <td>0.565583</td>
      <td>0.609306</td>
      <td>0.538737</td>
      <td>0.654050</td>
      <td>0.440346</td>
      <td>0.572014</td>
      <td>0.423800</td>
      <td>0.372197</td>
      <td>0.298502</td>
      <td>0.004049</td>
    </tr>
    <tr>
      <th>6774</th>
      <td>0.965894</td>
      <td>0.793447</td>
      <td>0.739320</td>
      <td>0.449458</td>
      <td>0.749265</td>
      <td>0.241051</td>
      <td>0.236624</td>
      <td>0.798792</td>
      <td>0.438035</td>
      <td>0.397198</td>
      <td>...</td>
      <td>0.586117</td>
      <td>0.573667</td>
      <td>0.516570</td>
      <td>0.675316</td>
      <td>0.399949</td>
      <td>0.470794</td>
      <td>0.480139</td>
      <td>0.430327</td>
      <td>0.316684</td>
      <td>0.000039</td>
    </tr>
    <tr>
      <th>149874</th>
      <td>0.930043</td>
      <td>0.801592</td>
      <td>0.715412</td>
      <td>0.352400</td>
      <td>0.737593</td>
      <td>0.255510</td>
      <td>0.263843</td>
      <td>0.797090</td>
      <td>0.452200</td>
      <td>0.393523</td>
      <td>...</td>
      <td>0.571298</td>
      <td>0.568740</td>
      <td>0.534343</td>
      <td>0.670013</td>
      <td>0.339382</td>
      <td>0.507440</td>
      <td>0.312417</td>
      <td>0.421400</td>
      <td>0.310477</td>
      <td>0.023383</td>
    </tr>
    <tr>
      <th>149587</th>
      <td>0.991504</td>
      <td>0.784458</td>
      <td>0.762256</td>
      <td>0.357361</td>
      <td>0.779943</td>
      <td>0.247096</td>
      <td>0.269338</td>
      <td>0.783316</td>
      <td>0.504724</td>
      <td>0.450189</td>
      <td>...</td>
      <td>0.577810</td>
      <td>0.553831</td>
      <td>0.464565</td>
      <td>0.664718</td>
      <td>0.379064</td>
      <td>0.598237</td>
      <td>0.332224</td>
      <td>0.416984</td>
      <td>0.314785</td>
      <td>0.000039</td>
    </tr>
    <tr>
      <th>11841</th>
      <td>0.698852</td>
      <td>0.855116</td>
      <td>0.450318</td>
      <td>0.778796</td>
      <td>0.707005</td>
      <td>0.239651</td>
      <td>0.166685</td>
      <td>0.790887</td>
      <td>0.244596</td>
      <td>0.236132</td>
      <td>...</td>
      <td>0.590840</td>
      <td>0.523485</td>
      <td>0.559854</td>
      <td>0.681556</td>
      <td>0.242122</td>
      <td>0.567690</td>
      <td>0.531612</td>
      <td>0.456181</td>
      <td>0.284575</td>
      <td>0.000039</td>
    </tr>
    <tr>
      <th>157868</th>
      <td>0.932253</td>
      <td>0.790817</td>
      <td>0.734775</td>
      <td>0.402060</td>
      <td>0.764683</td>
      <td>0.248746</td>
      <td>0.241727</td>
      <td>0.800882</td>
      <td>0.412295</td>
      <td>0.400963</td>
      <td>...</td>
      <td>0.585811</td>
      <td>0.571676</td>
      <td>0.506726</td>
      <td>0.658152</td>
      <td>0.333727</td>
      <td>0.580751</td>
      <td>0.604424</td>
      <td>0.425218</td>
      <td>0.310959</td>
      <td>0.000030</td>
    </tr>
    <tr>
      <th>220725</th>
      <td>0.938430</td>
      <td>0.786920</td>
      <td>0.793830</td>
      <td>0.494131</td>
      <td>0.763710</td>
      <td>0.276743</td>
      <td>0.269981</td>
      <td>0.784110</td>
      <td>0.383758</td>
      <td>0.499954</td>
      <td>...</td>
      <td>0.577078</td>
      <td>0.555143</td>
      <td>0.476971</td>
      <td>0.672433</td>
      <td>0.371641</td>
      <td>0.547334</td>
      <td>0.427862</td>
      <td>0.412064</td>
      <td>0.297274</td>
      <td>0.012634</td>
    </tr>
    <tr>
      <th>42473</th>
      <td>0.897125</td>
      <td>0.814941</td>
      <td>0.727535</td>
      <td>0.527426</td>
      <td>0.726472</td>
      <td>0.238105</td>
      <td>0.204810</td>
      <td>0.815743</td>
      <td>0.267832</td>
      <td>0.274967</td>
      <td>...</td>
      <td>0.595009</td>
      <td>0.597972</td>
      <td>0.538989</td>
      <td>0.664037</td>
      <td>0.454557</td>
      <td>0.600255</td>
      <td>0.426800</td>
      <td>0.454414</td>
      <td>0.330084</td>
      <td>0.000148</td>
    </tr>
    <tr>
      <th>15451</th>
      <td>0.609468</td>
      <td>0.897822</td>
      <td>0.438700</td>
      <td>0.524325</td>
      <td>0.660783</td>
      <td>0.218938</td>
      <td>0.168253</td>
      <td>0.932305</td>
      <td>0.326763</td>
      <td>0.326866</td>
      <td>...</td>
      <td>0.597224</td>
      <td>0.589764</td>
      <td>0.441637</td>
      <td>0.652710</td>
      <td>0.399182</td>
      <td>0.656637</td>
      <td>0.388898</td>
      <td>0.445568</td>
      <td>0.322645</td>
      <td>0.003892</td>
    </tr>
    <tr>
      <th>238466</th>
      <td>0.989437</td>
      <td>0.775123</td>
      <td>0.817780</td>
      <td>0.424528</td>
      <td>0.771493</td>
      <td>0.272171</td>
      <td>0.262320</td>
      <td>0.789083</td>
      <td>0.439771</td>
      <td>0.516960</td>
      <td>...</td>
      <td>0.579354</td>
      <td>0.562113</td>
      <td>0.518505</td>
      <td>0.666517</td>
      <td>0.361308</td>
      <td>0.569493</td>
      <td>0.427538</td>
      <td>0.417265</td>
      <td>0.313589</td>
      <td>0.000677</td>
    </tr>
  </tbody>
</table>
<p>287451 rows × 29 columns</p>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[176]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">rbm</span> <span class="o">=</span> <span class="n">BernoulliRBM</span><span class="p">(</span><span class="n">n_components</span> <span class="o">=</span> <span class="mi">50</span><span class="p">,</span> <span class="n">n_iter</span> <span class="o">=</span> <span class="mi">20</span><span class="p">,</span> <span class="n">learning_rate</span> <span class="o">=</span> <span class="mf">0.06</span><span class="p">,</span>  <span class="n">verbose</span> <span class="o">=</span> <span class="bp">True</span><span class="p">)</span>

<span class="n">logistic</span> <span class="o">=</span> <span class="n">LogisticRegression</span><span class="p">(</span><span class="n">C</span> <span class="o">=</span> <span class="mf">600.0</span><span class="p">)</span>

<span class="c1"># train the classifier and show an evaluation report</span>
<span class="n">classifier</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="p">([(</span><span class="s2">&quot;rbm&quot;</span><span class="p">,</span> <span class="n">rbm</span><span class="p">),</span> <span class="p">(</span><span class="s2">&quot;logistic&quot;</span><span class="p">,</span> <span class="n">logistic</span><span class="p">)])</span>
<span class="n">classifier</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">trainX</span><span class="p">,</span> <span class="n">trainY</span><span class="p">)</span>

<span class="k">print</span> <span class="n">classification_report</span><span class="p">(</span><span class="n">testY</span><span class="p">,</span> <span class="n">classifier</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">testX</span><span class="p">))</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt"></div>


<div class="output_subarea output_stream output_stdout output_text">
<pre>[BernoulliRBM] Iteration 1, pseudo-likelihood = -17.11, time = 3.34s
[BernoulliRBM] Iteration 2, pseudo-likelihood = -17.18, time = 4.43s
[BernoulliRBM] Iteration 3, pseudo-likelihood = -17.10, time = 4.43s
[BernoulliRBM] Iteration 4, pseudo-likelihood = -17.10, time = 4.44s
[BernoulliRBM] Iteration 5, pseudo-likelihood = -17.19, time = 4.43s
[BernoulliRBM] Iteration 6, pseudo-likelihood = -17.09, time = 4.42s
[BernoulliRBM] Iteration 7, pseudo-likelihood = -17.05, time = 4.43s
[BernoulliRBM] Iteration 8, pseudo-likelihood = -17.05, time = 4.41s
[BernoulliRBM] Iteration 9, pseudo-likelihood = -17.04, time = 4.42s
[BernoulliRBM] Iteration 10, pseudo-likelihood = -17.06, time = 4.40s
[BernoulliRBM] Iteration 11, pseudo-likelihood = -17.12, time = 4.42s
[BernoulliRBM] Iteration 12, pseudo-likelihood = -17.07, time = 4.42s
[BernoulliRBM] Iteration 13, pseudo-likelihood = -17.08, time = 4.41s
[BernoulliRBM] Iteration 14, pseudo-likelihood = -17.22, time = 4.40s
[BernoulliRBM] Iteration 15, pseudo-likelihood = -17.00, time = 4.41s
[BernoulliRBM] Iteration 16, pseudo-likelihood = -17.11, time = 4.39s
[BernoulliRBM] Iteration 17, pseudo-likelihood = -17.09, time = 4.41s
[BernoulliRBM] Iteration 18, pseudo-likelihood = -17.12, time = 4.40s
[BernoulliRBM] Iteration 19, pseudo-likelihood = -17.07, time = 4.40s
[BernoulliRBM] Iteration 20, pseudo-likelihood = -17.02, time = 4.39s
             precision    recall  f1-score   support

          0       1.00      1.00      1.00     56864
          1       0.44      0.79      0.56        98

avg / total       1.00      1.00      1.00     56962

</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[81]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.metrics</span> <span class="kn">import</span> <span class="n">roc_curve</span><span class="p">,</span> <span class="n">auc</span>  
<span class="n">predictions</span> <span class="o">=</span> <span class="n">classifier</span><span class="o">.</span><span class="n">predict_proba</span><span class="p">(</span><span class="n">testX</span><span class="p">)</span>  
<span class="n">false_positive_rate</span><span class="p">,</span> <span class="n">recall</span><span class="p">,</span> <span class="n">thresholds</span> <span class="o">=</span> <span class="n">roc_curve</span><span class="p">(</span><span class="n">testY</span><span class="p">,</span> <span class="n">predictions</span><span class="p">[:,</span> <span class="mi">1</span><span class="p">])</span>  
<span class="n">roc_auc</span> <span class="o">=</span> <span class="n">auc</span><span class="p">(</span><span class="n">false_positive_rate</span><span class="p">,</span> <span class="n">recall</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Receiver Operating Characteristic&#39;</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">false_positive_rate</span><span class="p">,</span> <span class="n">recall</span><span class="p">,</span> <span class="s1">&#39;b&#39;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">&#39;AUC = </span><span class="si">%0.2f</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">roc_auc</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span><span class="o">=</span><span class="s1">&#39;lower right&#39;</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="s1">&#39;r--&#39;</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">([</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">])</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">([</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;True Positive Rate&#39;</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;False Positive Rate&#39;</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
<img src="
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[82]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">logistic</span> <span class="o">=</span> <span class="n">LogisticRegression</span><span class="p">(</span><span class="n">C</span> <span class="o">=</span> <span class="mf">600.0</span><span class="p">)</span>
<span class="n">logistic</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">trainX</span><span class="p">,</span> <span class="n">trainY</span><span class="p">)</span>
<span class="k">print</span> <span class="n">classification_report</span><span class="p">(</span><span class="n">testY</span><span class="p">,</span> <span class="n">logistic</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">testX</span><span class="p">))</span>	
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt"></div>


<div class="output_subarea output_stream output_stdout output_text">
<pre>             precision    recall  f1-score   support

          0       1.00      0.98      0.99     56864
          1       0.07      0.92      0.13        98

avg / total       1.00      0.98      0.99     56962

</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[83]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">predictions</span> <span class="o">=</span> <span class="n">logistic</span><span class="o">.</span><span class="n">predict_proba</span><span class="p">(</span><span class="n">testX</span><span class="p">)</span>  
<span class="n">false_positive_rate</span><span class="p">,</span> <span class="n">recall</span><span class="p">,</span> <span class="n">thresholds</span> <span class="o">=</span> <span class="n">roc_curve</span><span class="p">(</span><span class="n">testY</span><span class="p">,</span> <span class="n">predictions</span><span class="p">[:,</span> <span class="mi">1</span><span class="p">])</span>  
<span class="n">roc_auc</span> <span class="o">=</span> <span class="n">auc</span><span class="p">(</span><span class="n">false_positive_rate</span><span class="p">,</span> <span class="n">recall</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Receiver Operating Characteristic&#39;</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">false_positive_rate</span><span class="p">,</span> <span class="n">recall</span><span class="p">,</span> <span class="s1">&#39;b&#39;</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">&#39;AUC = </span><span class="si">%0.2f</span><span class="s1">&#39;</span> <span class="o">%</span> <span class="n">roc_auc</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span><span class="o">=</span><span class="s1">&#39;lower right&#39;</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="s1">&#39;r--&#39;</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">([</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">])</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">([</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;True Positive Rate&#39;</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;False Positive Rate&#39;</span><span class="p">)</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>  
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
<img src="
"
>
</div>

</div>

</div>
</div>

</div>
    </div>
  </div>
</body>

 


</html>
